{smcl}
{com}{sf}{ul off}{txt}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\hilar\Box\lights_2022\replication package\code\reg_appendix.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res} 8 Jan 2026, 11:26:50
{txt}
{com}. timer on 1
{txt}
{com}. 
. 
. 
. **# Appendix A. Binscatter and cross-tab for drought measures
. 
. use for_reg, clear
{txt}
{com}. 
. ** Table A1 (crosstab)
. ** no output file, just cut and paste into table
. drop if flare 
{txt}(21,936 observations deleted)

{com}. gen pdsi_cat7=pdsi_cat
{txt}(50,503 missing values generated)

{com}. replace pdsi_cat7=7 if pdsi_cat>=7 & !missing(pdsi_cat)
{txt}(101,545 real changes made)

{com}. label values pdsi_cat7 cat7
{txt}
{com}. tabulate dsi_cat7 pdsi_cat7, row column
{txt}
{c TLC}{hline 19}{c TRC}
{c |} Key{col 21}{c |}
{c LT}{hline 19}{c RT}
{c |}{space 5}{it:frequency}{col 21}{c |}
{c |}{space 2}{it:row percentage}{col 21}{c |}
{c |}{space 1}{it:column percentage}{col 21}{c |}
{c BLC}{hline 19}{c BRC}

                  {c |}                                  pdsi_cat7
DSI, 7 categories {c |} Extreme d  Severe dr  Moderate   Mild drou  Incipient  Near norm        Wet {c |}     Total
{hline 18}{c +}{hline 77}{c +}{hline 10}
  Extreme drought {c |}{res}       834      2,494      3,721      3,695      1,794      2,682      1,845 {txt}{c |}{res}    17,065 
                  {txt}{c |}{res}      4.89      14.61      21.80      21.65      10.51      15.72      10.81 {txt}{c |}{res}    100.00 
                  {txt}{c |}{res}     12.34       8.36       6.39       5.12       4.22       2.33       1.35 {txt}{c |}{res}      3.70 
{txt}{hline 18}{c +}{hline 77}{c +}{hline 10}
   Severe drought {c |}{res}       808      2,809      4,563      4,285      2,098      3,589      2,511 {txt}{c |}{res}    20,663 
                  {txt}{c |}{res}      3.91      13.59      22.08      20.74      10.15      17.37      12.15 {txt}{c |}{res}    100.00 
                  {txt}{c |}{res}     11.96       9.42       7.84       5.94       4.94       3.11       1.83 {txt}{c |}{res}      4.48 
{txt}{hline 18}{c +}{hline 77}{c +}{hline 10}
 Moderate drought {c |}{res}     1,048      3,809      6,504      6,959      3,325      6,316      4,788 {txt}{c |}{res}    32,749 
                  {txt}{c |}{res}      3.20      11.63      19.86      21.25      10.15      19.29      14.62 {txt}{c |}{res}    100.00 
                  {txt}{c |}{res}     15.51      12.77      11.17       9.64       7.82       5.48       3.50 {txt}{c |}{res}      7.09 
{txt}{hline 18}{c +}{hline 77}{c +}{hline 10}
     Mild drought {c |}{res}     1,024      4,327      7,875      9,283      4,712      9,409      7,667 {txt}{c |}{res}    44,297 
                  {txt}{c |}{res}      2.31       9.77      17.78      20.96      10.64      21.24      17.31 {txt}{c |}{res}    100.00 
                  {txt}{c |}{res}     15.15      14.51      13.52      12.86      11.08       8.16       5.60 {txt}{c |}{res}      9.60 
{txt}{hline 18}{c +}{hline 77}{c +}{hline 10}
Incipient drought {c |}{res}       947      4,448      8,743     10,592      6,048     13,301     11,452 {txt}{c |}{res}    55,531 
                  {txt}{c |}{res}      1.71       8.01      15.74      19.07      10.89      23.95      20.62 {txt}{c |}{res}    100.00 
                  {txt}{c |}{res}     14.02      14.92      15.01      14.67      14.23      11.54       8.37 {txt}{c |}{res}     12.03 
{txt}{hline 18}{c +}{hline 77}{c +}{hline 10}
      Near normal {c |}{res}     1,195      6,880     14,363     19,312     12,228     33,763     34,210 {txt}{c |}{res}   121,951 
                  {txt}{c |}{res}      0.98       5.64      11.78      15.84      10.03      27.69      28.05 {txt}{c |}{res}    100.00 
                  {txt}{c |}{res}     17.69      23.07      24.66      26.75      28.76      29.29      24.99 {txt}{c |}{res}     26.42 
{txt}{hline 18}{c +}{hline 77}{c +}{hline 10}
              Wet {c |}{res}       901      5,053     12,464     18,057     12,306     46,226     74,401 {txt}{c |}{res}   169,408 
                  {txt}{c |}{res}      0.53       2.98       7.36      10.66       7.26      27.29      43.92 {txt}{c |}{res}    100.00 
                  {txt}{c |}{res}     13.33      16.95      21.40      25.02      28.95      40.10      54.36 {txt}{c |}{res}     36.70 
{txt}{hline 18}{c +}{hline 77}{c +}{hline 10}
            Total {c |}{res}     6,757     29,820     58,233     72,183     42,511    115,286    136,874 {txt}{c |}{res}   461,664 
                  {txt}{c |}{res}      1.46       6.46      12.61      15.64       9.21      24.97      29.65 {txt}{c |}{res}    100.00 
                  {txt}{c |}{res}    100.00     100.00     100.00     100.00     100.00     100.00     100.00 {txt}{c |}{res}    100.00 
{txt}
{com}. 
. **# Figure A1 
. 
. label values dsi_cat11 cat11
{txt}
{com}. 
. tabulate continent, gen(cont)

  {txt}continent {c |}      Freq.     Percent        Cum.
{hline 12}{c +}{hline 35}
         AF {c |}{res}     57,346       12.16       12.16
{txt}         AS {c |}{res}    145,829       30.92       43.08
{txt}         AU {c |}{res}     22,441        4.76       47.83
{txt}         EU {c |}{res}     92,044       19.51       67.35
{txt}         NA {c |}{res}     83,753       17.76       85.11
{txt}         SA {c |}{res}     70,254       14.89      100.00
{txt}{hline 12}{c +}{hline 35}
      Total {c |}{res}    471,667      100.00
{txt}
{com}. 
. preserve
{txt}
{com}. collapse (sum) cont1-cont6, by(dsi_cat11)
{res}{txt}
{com}. 
. *outlining bars to help with monochrome visibility
. graph bar cont1-cont6, over(dsi_cat11) stack horizontal legend(label(1 "Africa") label(2 "Asia") label(3 "SE Asia/Oceania") label(4 "Europe") label(5 "N. America") label(6 "South America")) title("Remote sensed DSI") ///
> bar(1, lcolor(black))  bar(2, lcolor(black))  bar(3, lcolor(black))  bar(4, lcolor(black)) bar(5, lcolor(black)) bar(6, lcolor(black)) ///
>      saving(dsibins, replace)
{res}{txt}{p 0 4 2}
(file {bf}
dsibins.gph{rm}
not found)
{p_end}
{res}{txt}file {bf:dsibins.gph} saved

{com}. 
. restore
{txt}
{com}. preserve
{txt}
{com}. collapse (sum) cont1-cont6, by(pdsi_cat)
{res}{txt}
{com}. 
. 
. graph bar cont1-cont6, over(pdsi_cat) stack horizontal legend(label(1 "Africa") label(2 "Asia") label(3 "SE Asia/Oceania") label(4 "Europe") label(5 "N. America") label(6 "South America")) title("sc-PDSI") ///
> bar(1, lcolor(black))  bar(2, lcolor(black))  bar(3, lcolor(black))  bar(4, lcolor(black)) bar(5, lcolor(black)) bar(6, lcolor(black)) ///
>     saving(pdsibins, replace)
{res}{txt}{p 0 4 2}
(file {bf}
pdsibins.gph{rm}
not found)
{p_end}
{res}{txt}file {bf:pdsibins.gph} saved

{com}. 
. grc1leg2 dsibins.gph pdsibins.gph, xcommon lrows(2) 
{txt}-grc1leg2- working...
{res}
{txt}Note: To preserve in a saved graphics file the legend's row and column rearrangements
made with the options -lrows()- and/or -lcols()-, specify the suboption -asis-
for the {help saving_option:saving()} option or for the {help gr save:graph save} command.


{com}. graph export "../output/FigureA1.pdf", replace
{txt}{p 0 4 2}
file {bf}
../output/FigureA1.pdf{rm}
saved as
PDF
format
{p_end}

{com}. erase dsibins.gph
{txt}
{com}. erase pdsibins.gph
{txt}
{com}. restore
{txt}
{com}. 
. 
. ** Figure A2 (binscatter)
. 
. ** first install binsreg  (Catteneo-Crump-Farrell-Feng): https://nppackages.github.io/binsreg/.
. 
. 
. binsreg pdsi_av drought, by(continent) nbins(20) dots(0,0) line(3,3) cb(3,3) saving("../output/FigureA2_binscatter.emf", replace)
{txt}Warning: Confidence intervals/bands are valid when nbins() is much larger than IMSE-optimal choice. Compare your choice with the IMSE-optimal one obtained by binsregselect.
Sorting dataset on drought...
Note: This step is omitted if dataset already sorted by drought.
{res}{txt}Note: Setting at least nsims(2000) and simsgrid(50) is recommended to obtain the final results.
{res}
{txt}Binscatter plot
Bin selection method: User-specified
Placement: Quantile-spaced
Derivative: 0

Group: continent = {res}AF
{txt}{hline 30}{c TT}{hline 15}
{lalign 1:# of observations}{col 30} {c |} {col 32}{res}  51780
{txt}{lalign 1:# of distinct values}{col 30} {c |} {col 32}{res}  51764
{txt}{lalign 1:# of clusters}{col 30} {c |} {col 32}{res}      .
{txt}{hline 30}{c +}{hline 15}
{lalign 1:Bin/Degree selection:}{col 30} {c |} 
{ralign 29:Degree of polynomial}{col 30} {c |} {col 32}{res}      0
{txt}{ralign 29:# of smoothness constraints}{col 30} {c |} {col 32}{res}      0
{txt}{ralign 29:# of bins}{col 30} {c |} {col 32}{res}     20
{txt}{hline 30}{c BT}{hline 15}

{hline 9}{c TT}{hline 30}
{col 10}{c |}{col 17}p{col 25}s{col 33}df
{hline 9}{c +}{hline 30}
{lalign 1: dots}{col 10}{c |}{col 17}0{col 25}0{col 33}20
{lalign 1: line}{col 10}{c |}{col 17}3{col 25}3{col 33}23
{lalign 1: CB}{col 10}{c |}{col 17}3{col 25}3{col 33}23
{hline 9}{c BT}{hline 30}
{res}{txt}Note: Setting at least nsims(2000) and simsgrid(50) is recommended to obtain the final results.
{res}

{txt}Group: continent = {res}AS
{txt}{hline 30}{c TT}{hline 15}
{lalign 1:# of observations}{col 30} {c |} {col 32}{res} 134628
{txt}{lalign 1:# of distinct values}{col 30} {c |} {col 32}{res} 134507
{txt}{lalign 1:# of clusters}{col 30} {c |} {col 32}{res}      .
{txt}{hline 30}{c +}{hline 15}
{lalign 1:Bin/Degree selection:}{col 30} {c |} 
{ralign 29:Degree of polynomial}{col 30} {c |} {col 32}{res}      0
{txt}{ralign 29:# of smoothness constraints}{col 30} {c |} {col 32}{res}      0
{txt}{ralign 29:# of bins}{col 30} {c |} {col 32}{res}     20
{txt}{hline 30}{c BT}{hline 15}

{hline 9}{c TT}{hline 30}
{col 10}{c |}{col 17}p{col 25}s{col 33}df
{hline 9}{c +}{hline 30}
{lalign 1: dots}{col 10}{c |}{col 17}0{col 25}0{col 33}20
{lalign 1: line}{col 10}{c |}{col 17}3{col 25}3{col 33}23
{lalign 1: CB}{col 10}{c |}{col 17}3{col 25}3{col 33}23
{hline 9}{c BT}{hline 30}
{res}{txt}Note: Setting at least nsims(2000) and simsgrid(50) is recommended to obtain the final results.
{res}

{txt}Group: continent = {res}AU
{txt}{hline 30}{c TT}{hline 15}
{lalign 1:# of observations}{col 30} {c |} {col 32}{res}  14496
{txt}{lalign 1:# of distinct values}{col 30} {c |} {col 32}{res}  14492
{txt}{lalign 1:# of clusters}{col 30} {c |} {col 32}{res}      .
{txt}{hline 30}{c +}{hline 15}
{lalign 1:Bin/Degree selection:}{col 30} {c |} 
{ralign 29:Degree of polynomial}{col 30} {c |} {col 32}{res}      0
{txt}{ralign 29:# of smoothness constraints}{col 30} {c |} {col 32}{res}      0
{txt}{ralign 29:# of bins}{col 30} {c |} {col 32}{res}     20
{txt}{hline 30}{c BT}{hline 15}

{hline 9}{c TT}{hline 30}
{col 10}{c |}{col 17}p{col 25}s{col 33}df
{hline 9}{c +}{hline 30}
{lalign 1: dots}{col 10}{c |}{col 17}0{col 25}0{col 33}20
{lalign 1: line}{col 10}{c |}{col 17}3{col 25}3{col 33}23
{lalign 1: CB}{col 10}{c |}{col 17}3{col 25}3{col 33}23
{hline 9}{c BT}{hline 30}
{res}{txt}Note: Setting at least nsims(2000) and simsgrid(50) is recommended to obtain the final results.
{res}

{txt}Group: continent = {res}EU
{txt}{hline 30}{c TT}{hline 15}
{lalign 1:# of observations}{col 30} {c |} {col 32}{res}  82008
{txt}{lalign 1:# of distinct values}{col 30} {c |} {col 32}{res}  81960
{txt}{lalign 1:# of clusters}{col 30} {c |} {col 32}{res}      .
{txt}{hline 30}{c +}{hline 15}
{lalign 1:Bin/Degree selection:}{col 30} {c |} 
{ralign 29:Degree of polynomial}{col 30} {c |} {col 32}{res}      0
{txt}{ralign 29:# of smoothness constraints}{col 30} {c |} {col 32}{res}      0
{txt}{ralign 29:# of bins}{col 30} {c |} {col 32}{res}     20
{txt}{hline 30}{c BT}{hline 15}

{hline 9}{c TT}{hline 30}
{col 10}{c |}{col 17}p{col 25}s{col 33}df
{hline 9}{c +}{hline 30}
{lalign 1: dots}{col 10}{c |}{col 17}0{col 25}0{col 33}20
{lalign 1: line}{col 10}{c |}{col 17}3{col 25}3{col 33}23
{lalign 1: CB}{col 10}{c |}{col 17}3{col 25}3{col 33}23
{hline 9}{c BT}{hline 30}
{res}{txt}Note: Setting at least nsims(2000) and simsgrid(50) is recommended to obtain the final results.
{res}

{txt}Group: continent = {res}NA
{txt}{hline 30}{c TT}{hline 15}
{lalign 1:# of observations}{col 30} {c |} {col 32}{res}  74748
{txt}{lalign 1:# of distinct values}{col 30} {c |} {col 32}{res}  74703
{txt}{lalign 1:# of clusters}{col 30} {c |} {col 32}{res}      .
{txt}{hline 30}{c +}{hline 15}
{lalign 1:Bin/Degree selection:}{col 30} {c |} 
{ralign 29:Degree of polynomial}{col 30} {c |} {col 32}{res}      0
{txt}{ralign 29:# of smoothness constraints}{col 30} {c |} {col 32}{res}      0
{txt}{ralign 29:# of bins}{col 30} {c |} {col 32}{res}     20
{txt}{hline 30}{c BT}{hline 15}

{hline 9}{c TT}{hline 30}
{col 10}{c |}{col 17}p{col 25}s{col 33}df
{hline 9}{c +}{hline 30}
{lalign 1: dots}{col 10}{c |}{col 17}0{col 25}0{col 33}20
{lalign 1: line}{col 10}{c |}{col 17}3{col 25}3{col 33}23
{lalign 1: CB}{col 10}{c |}{col 17}3{col 25}3{col 33}23
{hline 9}{c BT}{hline 30}
{res}{txt}Note: Setting at least nsims(2000) and simsgrid(50) is recommended to obtain the final results.
{res}

{txt}Group: continent = {res}SA
{txt}{hline 30}{c TT}{hline 15}
{lalign 1:# of observations}{col 30} {c |} {col 32}{res}  66300
{txt}{lalign 1:# of distinct values}{col 30} {c |} {col 32}{res}  66265
{txt}{lalign 1:# of clusters}{col 30} {c |} {col 32}{res}      .
{txt}{hline 30}{c +}{hline 15}
{lalign 1:Bin/Degree selection:}{col 30} {c |} 
{ralign 29:Degree of polynomial}{col 30} {c |} {col 32}{res}      0
{txt}{ralign 29:# of smoothness constraints}{col 30} {c |} {col 32}{res}      0
{txt}{ralign 29:# of bins}{col 30} {c |} {col 32}{res}     20
{txt}{hline 30}{c BT}{hline 15}

{hline 9}{c TT}{hline 30}
{col 10}{c |}{col 17}p{col 25}s{col 33}df
{hline 9}{c +}{hline 30}
{lalign 1: dots}{col 10}{c |}{col 17}0{col 25}0{col 33}20
{lalign 1: line}{col 10}{c |}{col 17}3{col 25}3{col 33}23
{lalign 1: CB}{col 10}{c |}{col 17}3{col 25}3{col 33}23
{hline 9}{c BT}{hline 30}
{res}{txt}{p 0 4 2}
(file {bf}
../output/FigureA2_binscatter.emf{rm}
not found)
{p_end}
{res}{txt}file {bf:../output/FigureA2_binscatter.emf} saved as .gph format

{com}. 
. 
. 
. **# Appendix B: Summary stats table 
. 
. use for_reg, clear
{txt}
{com}. 
. egen cellid=group(x y)
{res}{txt}
{com}. xtset cellid year
{res}
{col 1}{txt:Panel variable: }{res:cellid}{txt: (unbalanced)}
{p 1 16 2}{txt:Time variable: }{res:year}{txt:, }{res:{bind:2000}}{txt: to }{res:{bind:2011}}{p_end}
{txt}{col 10}Delta: {res}1 unit
{txt}
{com}. 
. *explicit interactions so can use "absorb"
. egen contXyear=group(continent year)
{res}{txt}(58,291 missing values generated)

{com}. 
. * to check senstivity to inclusion of precip
. macro define weather "c.dev_tmp##c.dev_tmp##c.dev_tmp"
{txt}
{com}. 
. 
. *to allowing looping, create drought vars with comparable names
. gen rdsi_cat=dsi_cat11
{txt}(17,431 missing values generated)

{com}. gen esmrdsi=esmdsi
{txt}(17,431 missing values generated)

{com}. label values rdsi_cat cat11
{txt}
{com}. label var esmrdsi "Moderate or worse drought (DSI)" 
{txt}
{com}. 
. *Use WB aquifer typology percent variables as discrete
. gen alluv=(aqtyp_max=="Major Alluvial") if !missing(aqtyp_max)
{txt}(3,180 missing values generated)

{com}. gen loc_shal=(aqtyp_max=="Local/Shallow") if !missing(aqtyp_max)
{txt}(3,180 missing values generated)

{com}. gen complex=(aqtyp_max=="Complex") if !missing(aqtyp_max)
{txt}(3,180 missing values generated)

{com}. gen karst=(aqtyp_max=="Karstic") if !missing(aqtyp_max)
{txt}(3,180 missing values generated)

{com}. gen alluv_ls=(alluv | loc_shal) if !missing(aqtyp_max)
{txt}(3,180 missing values generated)

{com}. label var alluv "Major alluvial"
{txt}
{com}. label var alluv_ls "Alluvial/local/shallow"
{txt}
{com}. label var loc_shal "Local/shallow"
{txt}
{com}. label var complex "Complex"
{txt}
{com}. label var karst "Karstic"
{txt}
{com}. 
. 
. gen up2p_ifdam=((upstream_dams-up1_count_dams)>0) if !no_upstream_subbasin
{txt}(428,845 missing values generated)

{com}. label var up2p_ifdam "Further upstream dam"
{txt}
{com}. gen some_upstream=!no_upstream_subbasin
{txt}
{com}. label var some_upstream "At least one upstream subbasin"
{txt}
{com}. label var pop "Pop density 2000 (/km^2)"
{txt}
{com}. label var pdsi_av "sc-PDSI index"
{txt}
{com}. label var ifdam "Local dam"
{txt}
{com}. label var ifhydro "Local hydro dam"
{txt}
{com}. label var lights "Nighttime lights index"
{txt}
{com}. label var ihslights "Inverse hyperbolic sine of lights index"
{txt}
{com}. 
. 
. replace rescap=rescap/10^3
{txt}(225,237 real changes made)

{com}. replace rescaphydro=rescaphydro/10^3
{txt}(113,516 real changes made)

{com}. label var rescap "Reservoir capacity (km^3)"
{txt}
{com}. label var rescaphydro "Reservoir capacity hydro dams (km^3)"
{txt}
{com}. 
. 
. macro define meanlist "lights ihslights drought esmdsi pdsi_av esmpdsi  alluv loc_shal complex karst resource_norm ifdam ifhydro rescap rescaphydro up1_ifdam up1_ifhydro up2p_ifdam some_upstream  dev_tmp pop"  
{txt}
{com}. 
. * check stat sig of differences to confirm note that all are stat sig different in Table 1
. * dtable $meanlist if flare==0 & !missing(lights) & !missing(conpfaf4), by(alluv_ls, tests) 
. * dtable $lights ihslights drought esmdsi pdsi_av esmpdsi  alluv loc_shal karst complex resource_norm rescap rescaphydro up1_ifdam up2p_ifdam some_upstream  dev_tmp pop if flare==0 & !missing(lights) & !missing(conpfaf4), by(ifdam, tests)
. 
. 
. estpost sum $meanlist if flare==0 & !missing(lights) & !missing(conpfaf4)

{txt}{space 0}{space 0}{ralign 12:}{space 1}{c |}{space 1}{ralign 9:e(count)}{space 1}{space 1}{ralign 9:e(sum_w)}{space 1}{space 1}{ralign 9:e(mean)}{space 1}{space 1}{ralign 9:e(Var)}{space 1}{space 1}{ralign 9:e(sd)}{space 1}{space 1}{ralign 9:e(min)}{space 1}{space 1}{ralign 9:e(max)}{space 1}{space 1}{ralign 9:e(sum)}{space 1}
{space 0}{hline 13}{c   +}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}
{space 0}{space 0}{ralign 12:lights}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   454236}}}{space 1}{space 1}{ralign 9:{res:{sf:   454236}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.280606}}}{space 1}{space 1}{ralign 9:{res:{sf:  26.1253}}}{space 1}{space 1}{ralign 9:{res:{sf: 5.111292}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:       63}}}{space 1}{space 1}{ralign 9:{res:{sf:  1035933}}}{space 1}
{space 0}{space 0}{ralign 12:ihslights}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   454236}}}{space 1}{space 1}{ralign 9:{res:{sf:   454236}}}{space 1}{space 1}{ralign 9:{res:{sf: .5651021}}}{space 1}{space 1}{ralign 9:{res:{sf: .8385415}}}{space 1}{space 1}{ralign 9:{res:{sf: .9157191}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf: 4.836345}}}{space 1}{space 1}{ralign 9:{res:{sf: 256689.7}}}{space 1}
{space 0}{space 0}{ralign 12:drought}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   454236}}}{space 1}{space 1}{ralign 9:{res:{sf:   454236}}}{space 1}{space 1}{ralign 9:{res:{sf:-2.06e-11}}}{space 1}{space 1}{ralign 9:{res:{sf: .7108953}}}{space 1}{space 1}{ralign 9:{res:{sf: .8431461}}}{space 1}{space 1}{ralign 9:{res:{sf:-2.958974}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.905345}}}{space 1}{space 1}{ralign 9:{res:{sf:-9.36e-06}}}{space 1}
{space 0}{space 0}{ralign 12:esmdsi}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   454236}}}{space 1}{space 1}{ralign 9:{res:{sf:   454236}}}{space 1}{space 1}{ralign 9:{res:{sf:  .151582}}}{space 1}{space 1}{ralign 9:{res:{sf: .1286052}}}{space 1}{space 1}{ralign 9:{res:{sf: .3586156}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:    68854}}}{space 1}
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{space 0}{space 0}{ralign 12:loc_shal}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   451896}}}{space 1}{space 1}{ralign 9:{res:{sf:   451896}}}{space 1}{space 1}{ralign 9:{res:{sf: .4914228}}}{space 1}{space 1}{ralign 9:{res:{sf:  .249927}}}{space 1}{space 1}{ralign 9:{res:{sf:  .499927}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:   222072}}}{space 1}
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{space 0}{space 0}{ralign 12:resource_n~m}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   448680}}}{space 1}{space 1}{ralign 9:{res:{sf:   448680}}}{space 1}{space 1}{ralign 9:{res:{sf: .4410018}}}{space 1}{space 1}{ralign 9:{res:{sf: .5736086}}}{space 1}{space 1}{ralign 9:{res:{sf: .7573695}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf: 18.67311}}}{space 1}{space 1}{ralign 9:{res:{sf: 197868.7}}}{space 1}
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{space 0}{space 0}{ralign 12:rescap}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   454236}}}{space 1}{space 1}{ralign 9:{res:{sf:   454236}}}{space 1}{space 1}{ralign 9:{res:{sf: 4.207015}}}{space 1}{space 1}{ralign 9:{res:{sf: 133.5881}}}{space 1}{space 1}{ralign 9:{res:{sf: 11.55803}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:    204.8}}}{space 1}{space 1}{ralign 9:{res:{sf:  1910978}}}{space 1}
{space 0}{space 0}{ralign 12:rescaphydro}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   454236}}}{space 1}{space 1}{ralign 9:{res:{sf:   454236}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.821031}}}{space 1}{space 1}{ralign 9:{res:{sf: 103.8096}}}{space 1}{space 1}{ralign 9:{res:{sf:  10.1887}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:    204.8}}}{space 1}{space 1}{ralign 9:{res:{sf:  1281414}}}{space 1}
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{space 0}{space 0}{ralign 12:up2p_ifdam}{space 1}{c |}{space 1}{ralign 9:{res:{sf:    95772}}}{space 1}{space 1}{ralign 9:{res:{sf:    95772}}}{space 1}{space 1}{ralign 9:{res:{sf:  .585265}}}{space 1}{space 1}{ralign 9:{res:{sf: .2427324}}}{space 1}{space 1}{ralign 9:{res:{sf: .4926788}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:    56052}}}{space 1}
{space 0}{space 0}{ralign 12:some_upstr~m}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   454236}}}{space 1}{space 1}{ralign 9:{res:{sf:   454236}}}{space 1}{space 1}{ralign 9:{res:{sf: .2108419}}}{space 1}{space 1}{ralign 9:{res:{sf:  .166388}}}{space 1}{space 1}{ralign 9:{res:{sf: .4079068}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:    95772}}}{space 1}
{space 0}{space 0}{ralign 12:dev_tmp}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   447828}}}{space 1}{space 1}{ralign 9:{res:{sf:   447828}}}{space 1}{space 1}{ralign 9:{res:{sf:-.0009862}}}{space 1}{space 1}{ralign 9:{res:{sf: .2769862}}}{space 1}{space 1}{ralign 9:{res:{sf: .5262948}}}{space 1}{space 1}{ralign 9:{res:{sf:-2.582222}}}{space 1}{space 1}{ralign 9:{res:{sf: 3.158889}}}{space 1}{space 1}{ralign 9:{res:{sf:-441.6417}}}{space 1}
{space 0}{space 0}{ralign 12:pop2000}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   454236}}}{space 1}{space 1}{ralign 9:{res:{sf:   454236}}}{space 1}{space 1}{ralign 9:{res:{sf: 67.36367}}}{space 1}{space 1}{ralign 9:{res:{sf: 19187.12}}}{space 1}{space 1}{ralign 9:{res:{sf: 138.5176}}}{space 1}{space 1}{ralign 9:{res:{sf:  .000326}}}{space 1}{space 1}{ralign 9:{res:{sf: 3589.391}}}{space 1}{space 1}{ralign 9:{res:{sf: 3.06e+07}}}{space 1}

{com}. eststo all
{txt}
{com}. estpost sum $meanlist if flare==0 & !missing(lights)  & !missing(conpfaf4) & alluv_ls

{txt}{space 0}{space 0}{ralign 12:}{space 1}{c |}{space 1}{ralign 9:e(count)}{space 1}{space 1}{ralign 9:e(sum_w)}{space 1}{space 1}{ralign 9:e(mean)}{space 1}{space 1}{ralign 9:e(Var)}{space 1}{space 1}{ralign 9:e(sd)}{space 1}{space 1}{ralign 9:e(min)}{space 1}{space 1}{ralign 9:e(max)}{space 1}{space 1}{ralign 9:e(sum)}{space 1}
{space 0}{hline 13}{c   +}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}
{space 0}{space 0}{ralign 12:lights}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   267372}}}{space 1}{space 1}{ralign 9:{res:{sf:   267372}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.050052}}}{space 1}{space 1}{ralign 9:{res:{sf: 24.29925}}}{space 1}{space 1}{ralign 9:{res:{sf: 4.929427}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:       63}}}{space 1}{space 1}{ralign 9:{res:{sf: 548126.5}}}{space 1}
{space 0}{space 0}{ralign 12:ihslights}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   267372}}}{space 1}{space 1}{ralign 9:{res:{sf:   267372}}}{space 1}{space 1}{ralign 9:{res:{sf: .5029071}}}{space 1}{space 1}{ralign 9:{res:{sf: .7887321}}}{space 1}{space 1}{ralign 9:{res:{sf: .8881059}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf: 4.836345}}}{space 1}{space 1}{ralign 9:{res:{sf: 134463.3}}}{space 1}
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{space 0}{space 0}{ralign 12:esmpdsi}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   249336}}}{space 1}{space 1}{ralign 9:{res:{sf:   249336}}}{space 1}{space 1}{ralign 9:{res:{sf: .1970754}}}{space 1}{space 1}{ralign 9:{res:{sf: .1582373}}}{space 1}{space 1}{ralign 9:{res:{sf: .3977906}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:    49138}}}{space 1}
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{space 0}{space 0}{ralign 12:complex}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   265032}}}{space 1}{space 1}{ralign 9:{res:{sf:   265032}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}
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{space 0}{space 0}{ralign 12:resource_n~m}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   263748}}}{space 1}{space 1}{ralign 9:{res:{sf:   263748}}}{space 1}{space 1}{ralign 9:{res:{sf: .4333601}}}{space 1}{space 1}{ralign 9:{res:{sf: .5248133}}}{space 1}{space 1}{ralign 9:{res:{sf:   .72444}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:  15.3287}}}{space 1}{space 1}{ralign 9:{res:{sf: 114297.9}}}{space 1}
{space 0}{space 0}{ralign 12:ifdam}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   267372}}}{space 1}{space 1}{ralign 9:{res:{sf:   267372}}}{space 1}{space 1}{ralign 9:{res:{sf: .4732283}}}{space 1}{space 1}{ralign 9:{res:{sf: .2492842}}}{space 1}{space 1}{ralign 9:{res:{sf: .4992837}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:   126528}}}{space 1}
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{space 0}{space 0}{ralign 12:rescaphydro}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   267372}}}{space 1}{space 1}{ralign 9:{res:{sf:   267372}}}{space 1}{space 1}{ralign 9:{res:{sf: 3.081586}}}{space 1}{space 1}{ralign 9:{res:{sf: 114.6425}}}{space 1}{space 1}{ralign 9:{res:{sf: 10.70712}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:    204.8}}}{space 1}{space 1}{ralign 9:{res:{sf: 823929.9}}}{space 1}
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{space 0}{space 0}{ralign 12:up1_ifhydro}{space 1}{c |}{space 1}{ralign 9:{res:{sf:    50400}}}{space 1}{space 1}{ralign 9:{res:{sf:    50400}}}{space 1}{space 1}{ralign 9:{res:{sf: .0711905}}}{space 1}{space 1}{ralign 9:{res:{sf: .0661237}}}{space 1}{space 1}{ralign 9:{res:{sf: .2571453}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:     3588}}}{space 1}
{space 0}{space 0}{ralign 12:up2p_ifdam}{space 1}{c |}{space 1}{ralign 9:{res:{sf:    50400}}}{space 1}{space 1}{ralign 9:{res:{sf:    50400}}}{space 1}{space 1}{ralign 9:{res:{sf: .5885714}}}{space 1}{space 1}{ralign 9:{res:{sf: .2421599}}}{space 1}{space 1}{ralign 9:{res:{sf: .4920975}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:    29664}}}{space 1}
{space 0}{space 0}{ralign 12:some_upstr~m}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   267372}}}{space 1}{space 1}{ralign 9:{res:{sf:   267372}}}{space 1}{space 1}{ralign 9:{res:{sf: .1885014}}}{space 1}{space 1}{ralign 9:{res:{sf: .1529692}}}{space 1}{space 1}{ralign 9:{res:{sf: .3911128}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:    50400}}}{space 1}
{space 0}{space 0}{ralign 12:dev_tmp}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   263376}}}{space 1}{space 1}{ralign 9:{res:{sf:   263376}}}{space 1}{space 1}{ralign 9:{res:{sf: .0174634}}}{space 1}{space 1}{ralign 9:{res:{sf: .2624624}}}{space 1}{space 1}{ralign 9:{res:{sf: .5123109}}}{space 1}{space 1}{ralign 9:{res:{sf:-2.563889}}}{space 1}{space 1}{ralign 9:{res:{sf: 3.158889}}}{space 1}{space 1}{ralign 9:{res:{sf: 4599.445}}}{space 1}
{space 0}{space 0}{ralign 12:pop2000}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   267372}}}{space 1}{space 1}{ralign 9:{res:{sf:   267372}}}{space 1}{space 1}{ralign 9:{res:{sf: 71.35289}}}{space 1}{space 1}{ralign 9:{res:{sf:    22864}}}{space 1}{space 1}{ralign 9:{res:{sf: 151.2085}}}{space 1}{space 1}{ralign 9:{res:{sf:  .000326}}}{space 1}{space 1}{ralign 9:{res:{sf: 3589.391}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.91e+07}}}{space 1}

{com}. eststo wgw
{txt}
{com}. estpost sum $meanlist if flare==0 & !missing(lights)  & !missing(conpfaf4) & !alluv_ls

{txt}{space 0}{space 0}{ralign 12:}{space 1}{c |}{space 1}{ralign 9:e(count)}{space 1}{space 1}{ralign 9:e(sum_w)}{space 1}{space 1}{ralign 9:e(mean)}{space 1}{space 1}{ralign 9:e(Var)}{space 1}{space 1}{ralign 9:e(sd)}{space 1}{space 1}{ralign 9:e(min)}{space 1}{space 1}{ralign 9:e(max)}{space 1}{space 1}{ralign 9:e(sum)}{space 1}
{space 0}{hline 13}{c   +}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}
{space 0}{space 0}{ralign 12:lights}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   186864}}}{space 1}{space 1}{ralign 9:{res:{sf:   186864}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.610492}}}{space 1}{space 1}{ralign 9:{res:{sf: 28.55335}}}{space 1}{space 1}{ralign 9:{res:{sf: 5.343533}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:       63}}}{space 1}{space 1}{ralign 9:{res:{sf:   487807}}}{space 1}
{space 0}{space 0}{ralign 12:ihslights}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   186864}}}{space 1}{space 1}{ralign 9:{res:{sf:   186864}}}{space 1}{space 1}{ralign 9:{res:{sf: .6540932}}}{space 1}{space 1}{ralign 9:{res:{sf: .8963608}}}{space 1}{space 1}{ralign 9:{res:{sf: .9467633}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf: 4.836345}}}{space 1}{space 1}{ralign 9:{res:{sf: 122226.5}}}{space 1}
{space 0}{space 0}{ralign 12:drought}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   186864}}}{space 1}{space 1}{ralign 9:{res:{sf:   186864}}}{space 1}{space 1}{ralign 9:{res:{sf: 7.78e-11}}}{space 1}{space 1}{ralign 9:{res:{sf: .7207405}}}{space 1}{space 1}{ralign 9:{res:{sf: .8489644}}}{space 1}{space 1}{ralign 9:{res:{sf:-2.958974}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.841728}}}{space 1}{space 1}{ralign 9:{res:{sf: .0000145}}}{space 1}
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{com}. eststo nogw
{txt}
{com}. estpost sum $meanlist if flare==0 & !missing(lights)  & !missing(conpfaf4) & ifdam

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{space 0}{hline 13}{c   +}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}
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{com}. eststo wdam
{txt}
{com}. estpost sum $meanlist if flare==0 & !missing(lights)  & !missing(conpfaf4) & !ifdam

{txt}{space 0}{space 0}{ralign 12:}{space 1}{c |}{space 1}{ralign 9:e(count)}{space 1}{space 1}{ralign 9:e(sum_w)}{space 1}{space 1}{ralign 9:e(mean)}{space 1}{space 1}{ralign 9:e(Var)}{space 1}{space 1}{ralign 9:e(sd)}{space 1}{space 1}{ralign 9:e(min)}{space 1}{space 1}{ralign 9:e(max)}{space 1}{space 1}{ralign 9:e(sum)}{space 1}
{space 0}{hline 13}{c   +}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}
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{space 0}{space 0}{ralign 12:pdsi_av}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   230220}}}{space 1}{space 1}{ralign 9:{res:{sf:   230220}}}{space 1}{space 1}{ralign 9:{res:{sf:-.2504709}}}{space 1}{space 1}{ralign 9:{res:{sf: 3.337957}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.827008}}}{space 1}{space 1}{ralign 9:{res:{sf:-9.770833}}}{space 1}{space 1}{ralign 9:{res:{sf:   7.2625}}}{space 1}{space 1}{ralign 9:{res:{sf:-57663.41}}}{space 1}
{space 0}{space 0}{ralign 12:esmpdsi}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   230220}}}{space 1}{space 1}{ralign 9:{res:{sf:   230220}}}{space 1}{space 1}{ralign 9:{res:{sf:   .18319}}}{space 1}{space 1}{ralign 9:{res:{sf: .1496321}}}{space 1}{space 1}{ralign 9:{res:{sf:  .386823}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:    42174}}}{space 1}
{space 0}{space 0}{ralign 12:alluv}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   244392}}}{space 1}{space 1}{ralign 9:{res:{sf:   244392}}}{space 1}{space 1}{ralign 9:{res:{sf: .0993322}}}{space 1}{space 1}{ralign 9:{res:{sf: .0894657}}}{space 1}{space 1}{ralign 9:{res:{sf: .2991082}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:    24276}}}{space 1}
{space 0}{space 0}{ralign 12:loc_shal}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   244392}}}{space 1}{space 1}{ralign 9:{res:{sf:   244392}}}{space 1}{space 1}{ralign 9:{res:{sf: .4716685}}}{space 1}{space 1}{ralign 9:{res:{sf: .2491983}}}{space 1}{space 1}{ralign 9:{res:{sf: .4991977}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:   115272}}}{space 1}
{space 0}{space 0}{ralign 12:complex}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   244392}}}{space 1}{space 1}{ralign 9:{res:{sf:   244392}}}{space 1}{space 1}{ralign 9:{res:{sf: .3328587}}}{space 1}{space 1}{ralign 9:{res:{sf: .2220647}}}{space 1}{space 1}{ralign 9:{res:{sf: .4712374}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:    81348}}}{space 1}
{space 0}{space 0}{ralign 12:karst}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   244392}}}{space 1}{space 1}{ralign 9:{res:{sf:   244392}}}{space 1}{space 1}{ralign 9:{res:{sf: .0961406}}}{space 1}{space 1}{ralign 9:{res:{sf:  .086898}}}{space 1}{space 1}{ralign 9:{res:{sf: .2947846}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:    23496}}}{space 1}
{space 0}{space 0}{ralign 12:resource_n~m}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   243624}}}{space 1}{space 1}{ralign 9:{res:{sf:   243624}}}{space 1}{space 1}{ralign 9:{res:{sf: .3825234}}}{space 1}{space 1}{ralign 9:{res:{sf: .5243337}}}{space 1}{space 1}{ralign 9:{res:{sf: .7241089}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:  15.3287}}}{space 1}{space 1}{ralign 9:{res:{sf: 93191.89}}}{space 1}
{space 0}{space 0}{ralign 12:ifdam}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   245688}}}{space 1}{space 1}{ralign 9:{res:{sf:   245688}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}
{space 0}{space 0}{ralign 12:ifhydro}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   245688}}}{space 1}{space 1}{ralign 9:{res:{sf:   245688}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}
{space 0}{space 0}{ralign 12:rescap}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   245688}}}{space 1}{space 1}{ralign 9:{res:{sf:   245688}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}
{space 0}{space 0}{ralign 12:rescaphydro}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   245688}}}{space 1}{space 1}{ralign 9:{res:{sf:   245688}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}
{space 0}{space 0}{ralign 12:up1_ifdam}{space 1}{c |}{space 1}{ralign 9:{res:{sf:    61488}}}{space 1}{space 1}{ralign 9:{res:{sf:    61488}}}{space 1}{space 1}{ralign 9:{res:{sf:  .108509}}}{space 1}{space 1}{ralign 9:{res:{sf: .0967364}}}{space 1}{space 1}{ralign 9:{res:{sf: .3110247}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:     6672}}}{space 1}
{space 0}{space 0}{ralign 12:up1_ifhydro}{space 1}{c |}{space 1}{ralign 9:{res:{sf:    61488}}}{space 1}{space 1}{ralign 9:{res:{sf:    61488}}}{space 1}{space 1}{ralign 9:{res:{sf: .0265418}}}{space 1}{space 1}{ralign 9:{res:{sf: .0258377}}}{space 1}{space 1}{ralign 9:{res:{sf: .1607412}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:     1632}}}{space 1}
{space 0}{space 0}{ralign 12:up2p_ifdam}{space 1}{c |}{space 1}{ralign 9:{res:{sf:    61488}}}{space 1}{space 1}{ralign 9:{res:{sf:    61488}}}{space 1}{space 1}{ralign 9:{res:{sf: .4711163}}}{space 1}{space 1}{ralign 9:{res:{sf: .2491698}}}{space 1}{space 1}{ralign 9:{res:{sf: .4991691}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:    28968}}}{space 1}
{space 0}{space 0}{ralign 12:some_upstr~m}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   245688}}}{space 1}{space 1}{ralign 9:{res:{sf:   245688}}}{space 1}{space 1}{ralign 9:{res:{sf: .2502686}}}{space 1}{space 1}{ralign 9:{res:{sf:  .187635}}}{space 1}{space 1}{ralign 9:{res:{sf: .4331686}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:    61488}}}{space 1}
{space 0}{space 0}{ralign 12:dev_tmp}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   241956}}}{space 1}{space 1}{ralign 9:{res:{sf:   241956}}}{space 1}{space 1}{ralign 9:{res:{sf:-.0101346}}}{space 1}{space 1}{ralign 9:{res:{sf: .3340821}}}{space 1}{space 1}{ralign 9:{res:{sf: .5779983}}}{space 1}{space 1}{ralign 9:{res:{sf:-2.582222}}}{space 1}{space 1}{ralign 9:{res:{sf: 3.158889}}}{space 1}{space 1}{ralign 9:{res:{sf:-2452.126}}}{space 1}
{space 0}{space 0}{ralign 12:pop2000}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   245688}}}{space 1}{space 1}{ralign 9:{res:{sf:   245688}}}{space 1}{space 1}{ralign 9:{res:{sf: 45.72476}}}{space 1}{space 1}{ralign 9:{res:{sf: 14910.66}}}{space 1}{space 1}{ralign 9:{res:{sf: 122.1092}}}{space 1}{space 1}{ralign 9:{res:{sf: .0045597}}}{space 1}{space 1}{ralign 9:{res:{sf:  3109.68}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.12e+07}}}{space 1}

{com}. eststo nodam
{txt}
{com}. 
. 
. esttab all wgw nogw wdam nodam using "../output/tableB1_sumstat.rtf", replace main(mean) aux(sd) nonumber label mtitle("Total" "Alluv/LS" "Other GW" "Dam"  "No Dam") onecell nogap compress title("Table B1. Summary statistics, overall and by groundwater and dam status") addnote("Means, with standard deviations for continuous variables in parentheses. All differences in means between groundwater groups and between dam groups are statistically significant at 1%, except for DSI and drought according to DSI. Upstream dam variables only for observations with some upstream subbasin.")
{res}{txt}(output written to {browse  `"../output/tableB1_sumstat.rtf"'})

{com}. eststo clear
{txt}
{com}. 
. 
. 
. 
. **# Appendix E: Lagged drought and weather
. 
. 
. *explicit squares and cubes for lags
. gen dev_tmpsq=dev_tmp^2
{txt}(25,195 missing values generated)

{com}. gen dev_tmpcu=dev_tmp^3
{txt}(25,195 missing values generated)

{com}. 
. 
. foreach v in r p {c -(}
{txt}  2{com}. xtreg ihslights l(0/3).esm`v'dsi l(0/3).dev_tmp*  i.year#i.continent if flare==0, fe vce(cluster conpfaf4)
{txt}  3{com}. estimates store `v'dsi_lags_3
{txt}  4{com}. xtreg ihslights l(0/6).esm`v'dsi l(0/6).dev_tmp*  i.year#i.continent if flare==0, fe vce(cluster conpfaf4)
{txt}  5{com}. estimates store `v'dsi_lags_6
{txt}  6{com}. {c )-}
{res}{txt}{p 0 6 2}note: {bf:2010.year#4.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2003b.year#2.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2007.year#5.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2008.year#6.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2004.year#3.continent} omitted because of collinearity with the absorbed variable.{p_end}
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   335,871
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    37,319

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.2739{col 63}{txt}min{col 67}={col 69}{res}         9
{txt}     Between = {res}0.0730{col 63}{txt}avg{col 67}={col 69}{res}       9.0
{txt}     Overall = {res}0.0375{col 63}{txt}max{col 67}={col 69}{res}         9

{txt}{col 49}F({res}64{txt}, {res}6127{txt}){col 67}={col 70}{res}    42.02
{txt}corr(u_i, Xb) = {res}-0.3585{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 80:(Std. err. adjusted for {res:6,128} clusters in {res:conpfaf4})}
{hline 15}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 16}{c |}{col 28}    Robust
{col 1}     ihslights{col 16}{c |} Coefficient{col 28}  std. err.{col 40}      t{col 48}   P>|t|{col 56}     [95% con{col 69}f. interval]
{hline 15}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}esmrdsi {c |}
{space 11}--. {c |}{col 16}{res}{space 2}  -.01792{col 28}{space 2} .0018994{col 39}{space 1}   -9.43{col 48}{space 3}0.000{col 56}{space 4}-.0216434{col 69}{space 3}-.0141966
{txt}{space 11}L1. {c |}{col 16}{res}{space 2}-.0173596{col 28}{space 2} .0025485{col 39}{space 1}   -6.81{col 48}{space 3}0.000{col 56}{space 4}-.0223555{col 69}{space 3}-.0123637
{txt}{space 11}L2. {c |}{col 16}{res}{space 2}-.0192683{col 28}{space 2} .0021033{col 39}{space 1}   -9.16{col 48}{space 3}0.000{col 56}{space 4}-.0233916{col 69}{space 3}-.0151451
{txt}{space 11}L3. {c |}{col 16}{res}{space 2}-.0205125{col 28}{space 2} .0020561{col 39}{space 1}   -9.98{col 48}{space 3}0.000{col 56}{space 4}-.0245431{col 69}{space 3}-.0164818
{txt}{space 14} {c |}
{space 7}dev_tmp {c |}
{space 11}--. {c |}{col 16}{res}{space 2}-.0107106{col 28}{space 2} .0022809{col 39}{space 1}   -4.70{col 48}{space 3}0.000{col 56}{space 4} -.015182{col 69}{space 3}-.0062391
{txt}{space 11}L1. {c |}{col 16}{res}{space 2} .0099745{col 28}{space 2} .0033561{col 39}{space 1}    2.97{col 48}{space 3}0.003{col 56}{space 4} .0033954{col 69}{space 3} .0165536
{txt}{space 11}L2. {c |}{col 16}{res}{space 2}-.0091512{col 28}{space 2} .0031212{col 39}{space 1}   -2.93{col 48}{space 3}0.003{col 56}{space 4}-.0152698{col 69}{space 3}-.0030327
{txt}{space 11}L3. {c |}{col 16}{res}{space 2} .0037518{col 28}{space 2} .0033523{col 39}{space 1}    1.12{col 48}{space 3}0.263{col 56}{space 4}-.0028199{col 69}{space 3} .0103234
{txt}{space 14} {c |}
{space 5}dev_tmpsq {c |}
{space 11}--. {c |}{col 16}{res}{space 2}-.0140127{col 28}{space 2} .0025371{col 39}{space 1}   -5.52{col 48}{space 3}0.000{col 56}{space 4}-.0189864{col 69}{space 3}-.0090391
{txt}{space 11}L1. {c |}{col 16}{res}{space 2}-.0125983{col 28}{space 2} .0019269{col 39}{space 1}   -6.54{col 48}{space 3}0.000{col 56}{space 4}-.0163757{col 69}{space 3}-.0088208
{txt}{space 11}L2. {c |}{col 16}{res}{space 2}-.0019768{col 28}{space 2} .0024431{col 39}{space 1}   -0.81{col 48}{space 3}0.418{col 56}{space 4}-.0067663{col 69}{space 3} .0028126
{txt}{space 11}L3. {c |}{col 16}{res}{space 2} -.015916{col 28}{space 2} .0030077{col 39}{space 1}   -5.29{col 48}{space 3}0.000{col 56}{space 4}-.0218121{col 69}{space 3}-.0100199
{txt}{space 14} {c |}
{space 5}dev_tmpcu {c |}
{space 11}--. {c |}{col 16}{res}{space 2}-.0068735{col 28}{space 2} .0016844{col 39}{space 1}   -4.08{col 48}{space 3}0.000{col 56}{space 4}-.0101756{col 69}{space 3}-.0035715
{txt}{space 11}L1. {c |}{col 16}{res}{space 2}-.0035837{col 28}{space 2} .0010748{col 39}{space 1}   -3.33{col 48}{space 3}0.001{col 56}{space 4}-.0056908{col 69}{space 3}-.0014766
{txt}{space 11}L2. {c |}{col 16}{res}{space 2} .0030707{col 28}{space 2} .0017706{col 39}{space 1}    1.73{col 48}{space 3}0.083{col 56}{space 4}-.0004003{col 69}{space 3} .0065417
{txt}{space 11}L3. {c |}{col 16}{res}{space 2}-.0109324{col 28}{space 2} .0019857{col 39}{space 1}   -5.51{col 48}{space 3}0.000{col 56}{space 4} -.014825{col 69}{space 3}-.0070398
{txt}{space 14} {c |}
year#continent {c |}
{space 6}2003#AS  {c |}{col 16}{res}{space 2}        0{col 28}{txt}  (omitted)
{space 6}2003#AU  {c |}{col 16}{res}{space 2}  .000083{col 28}{space 2} .0049489{col 39}{space 1}    0.02{col 48}{space 3}0.987{col 56}{space 4}-.0096185{col 69}{space 3} .0097845
{txt}{space 6}2003#EU  {c |}{col 16}{res}{space 2}-.4352213{col 28}{space 2} .0175814{col 39}{space 1}  -24.75{col 48}{space 3}0.000{col 56}{space 4} -.469687{col 69}{space 3}-.4007555
{txt}{space 6}2003#NA  {c |}{col 16}{res}{space 2}-.1081174{col 28}{space 2}  .005452{col 39}{space 1}  -19.83{col 48}{space 3}0.000{col 56}{space 4}-.1188052{col 69}{space 3}-.0974296
{txt}{space 6}2003#SA  {c |}{col 16}{res}{space 2}-.0483798{col 28}{space 2} .0065443{col 39}{space 1}   -7.39{col 48}{space 3}0.000{col 56}{space 4}-.0612089{col 69}{space 3}-.0355508
{txt}{space 6}2004#AF  {c |}{col 16}{res}{space 2}  .002639{col 28}{space 2} .0018392{col 39}{space 1}    1.43{col 48}{space 3}0.151{col 56}{space 4}-.0009664{col 69}{space 3} .0062445
{txt}{space 6}2004#AS  {c |}{col 16}{res}{space 2} .0286589{col 28}{space 2} .0028346{col 39}{space 1}   10.11{col 48}{space 3}0.000{col 56}{space 4}  .023102{col 69}{space 3} .0342158
{txt}{space 6}2004#AU  {c |}{col 16}{res}{space 2}        0{col 28}{txt}  (omitted)
{space 6}2004#EU  {c |}{col 16}{res}{space 2}-.4040214{col 28}{space 2} .0161281{col 39}{space 1}  -25.05{col 48}{space 3}0.000{col 56}{space 4} -.435638{col 69}{space 3}-.3724047
{txt}{space 6}2004#NA  {c |}{col 16}{res}{space 2}-.1004959{col 28}{space 2}  .005465{col 39}{space 1}  -18.39{col 48}{space 3}0.000{col 56}{space 4}-.1112093{col 69}{space 3}-.0897825
{txt}{space 6}2004#SA  {c |}{col 16}{res}{space 2}-.0449365{col 28}{space 2} .0064842{col 39}{space 1}   -6.93{col 48}{space 3}0.000{col 56}{space 4}-.0576478{col 69}{space 3}-.0322251
{txt}{space 6}2005#AF  {c |}{col 16}{res}{space 2} .0170912{col 28}{space 2}  .002762{col 39}{space 1}    6.19{col 48}{space 3}0.000{col 56}{space 4} .0116767{col 69}{space 3} .0225057
{txt}{space 6}2005#AS  {c |}{col 16}{res}{space 2} .0480555{col 28}{space 2} .0060676{col 39}{space 1}    7.92{col 48}{space 3}0.000{col 56}{space 4}  .036161{col 69}{space 3} .0599501
{txt}{space 6}2005#AU  {c |}{col 16}{res}{space 2}-.0008023{col 28}{space 2} .0027539{col 39}{space 1}   -0.29{col 48}{space 3}0.771{col 56}{space 4}-.0062008{col 69}{space 3} .0045962
{txt}{space 6}2005#EU  {c |}{col 16}{res}{space 2}-.3439873{col 28}{space 2} .0136947{col 39}{space 1}  -25.12{col 48}{space 3}0.000{col 56}{space 4}-.3708337{col 69}{space 3}-.3171409
{txt}{space 6}2005#NA  {c |}{col 16}{res}{space 2}-.0693773{col 28}{space 2} .0053125{col 39}{space 1}  -13.06{col 48}{space 3}0.000{col 56}{space 4}-.0797917{col 69}{space 3}-.0589629
{txt}{space 6}2005#SA  {c |}{col 16}{res}{space 2}-.0330938{col 28}{space 2} .0049678{col 39}{space 1}   -6.66{col 48}{space 3}0.000{col 56}{space 4}-.0428325{col 69}{space 3}-.0233552
{txt}{space 6}2006#AF  {c |}{col 16}{res}{space 2} .0180821{col 28}{space 2} .0043147{col 39}{space 1}    4.19{col 48}{space 3}0.000{col 56}{space 4} .0096238{col 69}{space 3} .0265404
{txt}{space 6}2006#AS  {c |}{col 16}{res}{space 2} .0491279{col 28}{space 2} .0061278{col 39}{space 1}    8.02{col 48}{space 3}0.000{col 56}{space 4} .0371153{col 69}{space 3} .0611405
{txt}{space 6}2006#AU  {c |}{col 16}{res}{space 2}-.0029135{col 28}{space 2} .0071494{col 39}{space 1}   -0.41{col 48}{space 3}0.684{col 56}{space 4}-.0169288{col 69}{space 3} .0111017
{txt}{space 6}2006#EU  {c |}{col 16}{res}{space 2}-.4341107{col 28}{space 2} .0190484{col 39}{space 1}  -22.79{col 48}{space 3}0.000{col 56}{space 4}-.4714524{col 69}{space 3}-.3967691
{txt}{space 6}2006#NA  {c |}{col 16}{res}{space 2}-.1140009{col 28}{space 2}  .005708{col 39}{space 1}  -19.97{col 48}{space 3}0.000{col 56}{space 4}-.1251905{col 69}{space 3}-.1028114
{txt}{space 6}2006#SA  {c |}{col 16}{res}{space 2}-.0227586{col 28}{space 2} .0035644{col 39}{space 1}   -6.38{col 48}{space 3}0.000{col 56}{space 4}-.0297461{col 69}{space 3}-.0157711
{txt}{space 6}2007#AF  {c |}{col 16}{res}{space 2} .0365673{col 28}{space 2} .0059846{col 39}{space 1}    6.11{col 48}{space 3}0.000{col 56}{space 4} .0248354{col 69}{space 3} .0482992
{txt}{space 6}2007#AS  {c |}{col 16}{res}{space 2} .1462994{col 28}{space 2} .0133168{col 39}{space 1}   10.99{col 48}{space 3}0.000{col 56}{space 4} .1201939{col 69}{space 3}  .172405
{txt}{space 6}2007#AU  {c |}{col 16}{res}{space 2}  .031025{col 28}{space 2} .0072812{col 39}{space 1}    4.26{col 48}{space 3}0.000{col 56}{space 4} .0167513{col 69}{space 3} .0452986
{txt}{space 6}2007#EU  {c |}{col 16}{res}{space 2}-.2834054{col 28}{space 2} .0144408{col 39}{space 1}  -19.63{col 48}{space 3}0.000{col 56}{space 4}-.3117145{col 69}{space 3}-.2550963
{txt}{space 6}2007#NA  {c |}{col 16}{res}{space 2}        0{col 28}{txt}  (omitted)
{space 6}2007#SA  {c |}{col 16}{res}{space 2}-.0042227{col 28}{space 2} .0020056{col 39}{space 1}   -2.11{col 48}{space 3}0.035{col 56}{space 4}-.0081543{col 69}{space 3} -.000291
{txt}{space 6}2008#AF  {c |}{col 16}{res}{space 2} .0270173{col 28}{space 2} .0045601{col 39}{space 1}    5.92{col 48}{space 3}0.000{col 56}{space 4} .0180779{col 69}{space 3} .0359566
{txt}{space 6}2008#AS  {c |}{col 16}{res}{space 2} .1129405{col 28}{space 2} .0095655{col 39}{space 1}   11.81{col 48}{space 3}0.000{col 56}{space 4} .0941887{col 69}{space 3} .1316923
{txt}{space 6}2008#AU  {c |}{col 16}{res}{space 2} .0063268{col 28}{space 2} .0067518{col 39}{space 1}    0.94{col 48}{space 3}0.349{col 56}{space 4}-.0069091{col 69}{space 3} .0195627
{txt}{space 6}2008#EU  {c |}{col 16}{res}{space 2}-.2964142{col 28}{space 2} .0137681{col 39}{space 1}  -21.53{col 48}{space 3}0.000{col 56}{space 4}-.3234045{col 69}{space 3}-.2694239
{txt}{space 6}2008#NA  {c |}{col 16}{res}{space 2}-.0158868{col 28}{space 2} .0040978{col 39}{space 1}   -3.88{col 48}{space 3}0.000{col 56}{space 4}  -.02392{col 69}{space 3}-.0078537
{txt}{space 6}2008#SA  {c |}{col 16}{res}{space 2}        0{col 28}{txt}  (omitted)
{space 6}2009#AF  {c |}{col 16}{res}{space 2} .0178912{col 28}{space 2} .0038618{col 39}{space 1}    4.63{col 48}{space 3}0.000{col 56}{space 4} .0103207{col 69}{space 3} .0254616
{txt}{space 6}2009#AS  {c |}{col 16}{res}{space 2} .0584538{col 28}{space 2} .0082137{col 39}{space 1}    7.12{col 48}{space 3}0.000{col 56}{space 4} .0423521{col 69}{space 3} .0745555
{txt}{space 6}2009#AU  {c |}{col 16}{res}{space 2}  -.00814{col 28}{space 2} .0080383{col 39}{space 1}   -1.01{col 48}{space 3}0.311{col 56}{space 4}-.0238978{col 69}{space 3} .0076178
{txt}{space 6}2009#EU  {c |}{col 16}{res}{space 2}-.3909618{col 28}{space 2} .0151302{col 39}{space 1}  -25.84{col 48}{space 3}0.000{col 56}{space 4}-.4206223{col 69}{space 3}-.3613013
{txt}{space 6}2009#NA  {c |}{col 16}{res}{space 2}-.0719873{col 28}{space 2} .0073031{col 39}{space 1}   -9.86{col 48}{space 3}0.000{col 56}{space 4} -.086304{col 69}{space 3}-.0576706
{txt}{space 6}2009#SA  {c |}{col 16}{res}{space 2}-.0096638{col 28}{space 2} .0024328{col 39}{space 1}   -3.97{col 48}{space 3}0.000{col 56}{space 4} -.014433{col 69}{space 3}-.0048946
{txt}{space 6}2010#AF  {c |}{col 16}{res}{space 2} .0905299{col 28}{space 2} .0106088{col 39}{space 1}    8.53{col 48}{space 3}0.000{col 56}{space 4} .0697329{col 69}{space 3} .1113269
{txt}{space 6}2010#AS  {c |}{col 16}{res}{space 2} .2348854{col 28}{space 2} .0205474{col 39}{space 1}   11.43{col 48}{space 3}0.000{col 56}{space 4} .1946052{col 69}{space 3} .2751656
{txt}{space 6}2010#AU  {c |}{col 16}{res}{space 2} .1027539{col 28}{space 2} .0185919{col 39}{space 1}    5.53{col 48}{space 3}0.000{col 56}{space 4} .0663072{col 69}{space 3} .1392006
{txt}{space 6}2010#EU  {c |}{col 16}{res}{space 2}        0{col 28}{txt}  (omitted)
{space 6}2010#NA  {c |}{col 16}{res}{space 2} .1120315{col 28}{space 2} .0064421{col 39}{space 1}   17.39{col 48}{space 3}0.000{col 56}{space 4} .0994027{col 69}{space 3} .1246603
{txt}{space 6}2010#SA  {c |}{col 16}{res}{space 2}  .069618{col 28}{space 2} .0099603{col 39}{space 1}    6.99{col 48}{space 3}0.000{col 56}{space 4} .0500924{col 69}{space 3} .0891437
{txt}{space 6}2011#AF  {c |}{col 16}{res}{space 2} .0616875{col 28}{space 2} .0082662{col 39}{space 1}    7.46{col 48}{space 3}0.000{col 56}{space 4} .0454828{col 69}{space 3} .0778921
{txt}{space 6}2011#AS  {c |}{col 16}{res}{space 2} .1823117{col 28}{space 2} .0171548{col 39}{space 1}   10.63{col 48}{space 3}0.000{col 56}{space 4} .1486823{col 69}{space 3} .2159411
{txt}{space 6}2011#AU  {c |}{col 16}{res}{space 2} .0670252{col 28}{space 2}  .010622{col 39}{space 1}    6.31{col 48}{space 3}0.000{col 56}{space 4} .0462023{col 69}{space 3} .0878482
{txt}{space 6}2011#EU  {c |}{col 16}{res}{space 2}-.1546648{col 28}{space 2} .0103713{col 39}{space 1}  -14.91{col 48}{space 3}0.000{col 56}{space 4}-.1749962{col 69}{space 3}-.1343333
{txt}{space 6}2011#NA  {c |}{col 16}{res}{space 2} .0091026{col 28}{space 2} .0050197{col 39}{space 1}    1.81{col 48}{space 3}0.070{col 56}{space 4}-.0007378{col 69}{space 3} .0189429
{txt}{space 6}2011#SA  {c |}{col 16}{res}{space 2} .0454987{col 28}{space 2} .0067285{col 39}{space 1}    6.76{col 48}{space 3}0.000{col 56}{space 4} .0323084{col 69}{space 3}  .058689
{txt}{space 14} {c |}
{space 9}_cons {c |}{col 16}{res}{space 2} .6188266{col 28}{space 2} .0033781{col 39}{space 1}  183.19{col 48}{space 3}0.000{col 56}{space 4} .6122044{col 69}{space 3} .6254488
{txt}{hline 15}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
       sigma_u {c |} {res} .94599552
       {txt}sigma_e {c |} {res} .13438844
           {txt}rho {c |} {res} .98021808{txt}   (fraction of variance due to u_i)
{hline 15}{c BT}{hline 64}
{res}{txt}{p 0 6 2}note: {bf:2011.year#6.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2008.year#5.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2006b.year#4.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2010.year#2.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2008.year#3.continent} omitted because of collinearity with the absorbed variable.{p_end}
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   223,914
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    37,319

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.3074{col 63}{txt}min{col 67}={col 69}{res}         6
{txt}     Between = {res}0.0576{col 63}{txt}avg{col 67}={col 69}{res}       6.0
{txt}     Overall = {res}0.0551{col 63}{txt}max{col 67}={col 69}{res}         6

{txt}{col 49}F({res}58{txt}, {res}6127{txt}){col 67}={col 70}{res}    44.88
{txt}corr(u_i, Xb) = {res}0.1079{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 80:(Std. err. adjusted for {res:6,128} clusters in {res:conpfaf4})}
{hline 15}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 16}{c |}{col 28}    Robust
{col 1}     ihslights{col 16}{c |} Coefficient{col 28}  std. err.{col 40}      t{col 48}   P>|t|{col 56}     [95% con{col 69}f. interval]
{hline 15}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}esmrdsi {c |}
{space 11}--. {c |}{col 16}{res}{space 2}-.0069716{col 28}{space 2} .0021255{col 39}{space 1}   -3.28{col 48}{space 3}0.001{col 56}{space 4}-.0111382{col 69}{space 3}-.0028049
{txt}{space 11}L1. {c |}{col 16}{res}{space 2}-.0157258{col 28}{space 2} .0029405{col 39}{space 1}   -5.35{col 48}{space 3}0.000{col 56}{space 4}-.0214902{col 69}{space 3}-.0099613
{txt}{space 11}L2. {c |}{col 16}{res}{space 2}-.0247535{col 28}{space 2} .0026928{col 39}{space 1}   -9.19{col 48}{space 3}0.000{col 56}{space 4}-.0300324{col 69}{space 3}-.0194746
{txt}{space 11}L3. {c |}{col 16}{res}{space 2}-.0336169{col 28}{space 2} .0031887{col 39}{space 1}  -10.54{col 48}{space 3}0.000{col 56}{space 4}-.0398678{col 69}{space 3} -.027366
{txt}{space 11}L4. {c |}{col 16}{res}{space 2}-.0218708{col 28}{space 2} .0028955{col 39}{space 1}   -7.55{col 48}{space 3}0.000{col 56}{space 4} -.027547{col 69}{space 3}-.0161947
{txt}{space 11}L5. {c |}{col 16}{res}{space 2}-.0058285{col 28}{space 2} .0027603{col 39}{space 1}   -2.11{col 48}{space 3}0.035{col 56}{space 4}-.0112396{col 69}{space 3}-.0004173
{txt}{space 11}L6. {c |}{col 16}{res}{space 2} -.001437{col 28}{space 2}  .002414{col 39}{space 1}   -0.60{col 48}{space 3}0.552{col 56}{space 4}-.0061692{col 69}{space 3} .0032952
{txt}{space 14} {c |}
{space 7}dev_tmp {c |}
{space 11}--. {c |}{col 16}{res}{space 2}-.0260275{col 28}{space 2} .0033299{col 39}{space 1}   -7.82{col 48}{space 3}0.000{col 56}{space 4}-.0325554{col 69}{space 3}-.0194997
{txt}{space 11}L1. {c |}{col 16}{res}{space 2} .0258596{col 28}{space 2} .0038444{col 39}{space 1}    6.73{col 48}{space 3}0.000{col 56}{space 4} .0183232{col 69}{space 3} .0333959
{txt}{space 11}L2. {c |}{col 16}{res}{space 2} .0089122{col 28}{space 2} .0038845{col 39}{space 1}    2.29{col 48}{space 3}0.022{col 56}{space 4} .0012973{col 69}{space 3} .0165271
{txt}{space 11}L3. {c |}{col 16}{res}{space 2} .0377375{col 28}{space 2} .0047509{col 39}{space 1}    7.94{col 48}{space 3}0.000{col 56}{space 4}  .028424{col 69}{space 3}  .047051
{txt}{space 11}L4. {c |}{col 16}{res}{space 2} .0399219{col 28}{space 2} .0049254{col 39}{space 1}    8.11{col 48}{space 3}0.000{col 56}{space 4} .0302664{col 69}{space 3} .0495775
{txt}{space 11}L5. {c |}{col 16}{res}{space 2} .0004874{col 28}{space 2} .0046716{col 39}{space 1}    0.10{col 48}{space 3}0.917{col 56}{space 4}-.0086706{col 69}{space 3} .0096453
{txt}{space 11}L6. {c |}{col 16}{res}{space 2}-.0134677{col 28}{space 2} .0044377{col 39}{space 1}   -3.03{col 48}{space 3}0.002{col 56}{space 4}-.0221672{col 69}{space 3}-.0047682
{txt}{space 14} {c |}
{space 5}dev_tmpsq {c |}
{space 11}--. {c |}{col 16}{res}{space 2} -.006543{col 28}{space 2} .0031642{col 39}{space 1}   -2.07{col 48}{space 3}0.039{col 56}{space 4}-.0127459{col 69}{space 3}-.0003401
{txt}{space 11}L1. {c |}{col 16}{res}{space 2}-.0040572{col 28}{space 2} .0023327{col 39}{space 1}   -1.74{col 48}{space 3}0.082{col 56}{space 4}-.0086301{col 69}{space 3} .0005157
{txt}{space 11}L2. {c |}{col 16}{res}{space 2} .0093875{col 28}{space 2}  .003003{col 39}{space 1}    3.13{col 48}{space 3}0.002{col 56}{space 4} .0035005{col 69}{space 3} .0152745
{txt}{space 11}L3. {c |}{col 16}{res}{space 2}-.0187384{col 28}{space 2} .0036777{col 39}{space 1}   -5.10{col 48}{space 3}0.000{col 56}{space 4} -.025948{col 69}{space 3}-.0115289
{txt}{space 11}L4. {c |}{col 16}{res}{space 2}-.0146442{col 28}{space 2} .0031893{col 39}{space 1}   -4.59{col 48}{space 3}0.000{col 56}{space 4}-.0208964{col 69}{space 3}-.0083921
{txt}{space 11}L5. {c |}{col 16}{res}{space 2}-.0102103{col 28}{space 2} .0043486{col 39}{space 1}   -2.35{col 48}{space 3}0.019{col 56}{space 4} -.018735{col 69}{space 3}-.0016856
{txt}{space 11}L6. {c |}{col 16}{res}{space 2} -.016909{col 28}{space 2} .0029366{col 39}{space 1}   -5.76{col 48}{space 3}0.000{col 56}{space 4}-.0226658{col 69}{space 3}-.0111521
{txt}{space 14} {c |}
{space 5}dev_tmpcu {c |}
{space 11}--. {c |}{col 16}{res}{space 2}-.0046132{col 28}{space 2} .0017799{col 39}{space 1}   -2.59{col 48}{space 3}0.010{col 56}{space 4}-.0081023{col 69}{space 3} -.001124
{txt}{space 11}L1. {c |}{col 16}{res}{space 2}-.0072318{col 28}{space 2} .0013222{col 39}{space 1}   -5.47{col 48}{space 3}0.000{col 56}{space 4}-.0098238{col 69}{space 3}-.0046398
{txt}{space 11}L2. {c |}{col 16}{res}{space 2}-.0040725{col 28}{space 2} .0020445{col 39}{space 1}   -1.99{col 48}{space 3}0.046{col 56}{space 4}-.0080805{col 69}{space 3}-.0000645
{txt}{space 11}L3. {c |}{col 16}{res}{space 2}-.0207266{col 28}{space 2} .0028827{col 39}{space 1}   -7.19{col 48}{space 3}0.000{col 56}{space 4}-.0263777{col 69}{space 3}-.0150755
{txt}{space 11}L4. {c |}{col 16}{res}{space 2}-.0132142{col 28}{space 2} .0030392{col 39}{space 1}   -4.35{col 48}{space 3}0.000{col 56}{space 4}-.0191721{col 69}{space 3}-.0072564
{txt}{space 11}L5. {c |}{col 16}{res}{space 2}-.0057285{col 28}{space 2} .0023161{col 39}{space 1}   -2.47{col 48}{space 3}0.013{col 56}{space 4}-.0102688{col 69}{space 3}-.0011882
{txt}{space 11}L6. {c |}{col 16}{res}{space 2} .0025952{col 28}{space 2} .0027337{col 39}{space 1}    0.95{col 48}{space 3}0.342{col 56}{space 4}-.0027637{col 69}{space 3} .0079541
{txt}{space 14} {c |}
year#continent {c |}
{space 6}2006#AS  {c |}{col 16}{res}{space 2}-.1839649{col 28}{space 2}  .016233{col 39}{space 1}  -11.33{col 48}{space 3}0.000{col 56}{space 4}-.2157872{col 69}{space 3}-.1521426
{txt}{space 6}2006#AU  {c |}{col 16}{res}{space 2}-.0112066{col 28}{space 2} .0074953{col 39}{space 1}   -1.50{col 48}{space 3}0.135{col 56}{space 4}   -.0259{col 69}{space 3} .0034867
{txt}{space 6}2006#EU  {c |}{col 16}{res}{space 2}        0{col 28}{txt}  (omitted)
{space 6}2006#NA  {c |}{col 16}{res}{space 2}-.0641341{col 28}{space 2} .0067649{col 39}{space 1}   -9.48{col 48}{space 3}0.000{col 56}{space 4}-.0773957{col 69}{space 3}-.0508725
{txt}{space 6}2006#SA  {c |}{col 16}{res}{space 2}-.0833481{col 28}{space 2} .0094568{col 39}{space 1}   -8.81{col 48}{space 3}0.000{col 56}{space 4}-.1018867{col 69}{space 3}-.0648095
{txt}{space 6}2007#AF  {c |}{col 16}{res}{space 2} .0163915{col 28}{space 2} .0031633{col 39}{space 1}    5.18{col 48}{space 3}0.000{col 56}{space 4} .0101903{col 69}{space 3} .0225926
{txt}{space 6}2007#AS  {c |}{col 16}{res}{space 2}-.0740943{col 28}{space 2} .0082029{col 39}{space 1}   -9.03{col 48}{space 3}0.000{col 56}{space 4} -.090175{col 69}{space 3}-.0580137
{txt}{space 6}2007#AU  {c |}{col 16}{res}{space 2}  .027533{col 28}{space 2} .0058302{col 39}{space 1}    4.72{col 48}{space 3}0.000{col 56}{space 4} .0161038{col 69}{space 3} .0389621
{txt}{space 6}2007#EU  {c |}{col 16}{res}{space 2} .1496067{col 28}{space 2} .0117457{col 39}{space 1}   12.74{col 48}{space 3}0.000{col 56}{space 4}  .126581{col 69}{space 3} .1726324
{txt}{space 6}2007#NA  {c |}{col 16}{res}{space 2} .0363955{col 28}{space 2} .0051617{col 39}{space 1}    7.05{col 48}{space 3}0.000{col 56}{space 4} .0262767{col 69}{space 3} .0465142
{txt}{space 6}2007#SA  {c |}{col 16}{res}{space 2}-.0674857{col 28}{space 2}  .007595{col 39}{space 1}   -8.89{col 48}{space 3}0.000{col 56}{space 4}-.0823746{col 69}{space 3}-.0525968
{txt}{space 6}2008#AF  {c |}{col 16}{res}{space 2} .0077477{col 28}{space 2} .0037329{col 39}{space 1}    2.08{col 48}{space 3}0.038{col 56}{space 4} .0004298{col 69}{space 3} .0150655
{txt}{space 6}2008#AS  {c |}{col 16}{res}{space 2}-.1185711{col 28}{space 2} .0106793{col 39}{space 1}  -11.10{col 48}{space 3}0.000{col 56}{space 4}-.1395064{col 69}{space 3}-.0976358
{txt}{space 6}2008#AU  {c |}{col 16}{res}{space 2}        0{col 28}{txt}  (omitted)
{space 6}2008#EU  {c |}{col 16}{res}{space 2} .1209523{col 28}{space 2} .0114054{col 39}{space 1}   10.60{col 48}{space 3}0.000{col 56}{space 4} .0985936{col 69}{space 3}  .143311
{txt}{space 6}2008#NA  {c |}{col 16}{res}{space 2}        0{col 28}{txt}  (omitted)
{space 6}2008#SA  {c |}{col 16}{res}{space 2}-.0574853{col 28}{space 2} .0063492{col 39}{space 1}   -9.05{col 48}{space 3}0.000{col 56}{space 4}-.0699319{col 69}{space 3}-.0450387
{txt}{space 6}2009#AF  {c |}{col 16}{res}{space 2} .0089988{col 28}{space 2} .0042328{col 39}{space 1}    2.13{col 48}{space 3}0.034{col 56}{space 4} .0007009{col 69}{space 3} .0172966
{txt}{space 6}2009#AS  {c |}{col 16}{res}{space 2}-.1787812{col 28}{space 2} .0148965{col 39}{space 1}  -12.00{col 48}{space 3}0.000{col 56}{space 4}-.2079836{col 69}{space 3}-.1495788
{txt}{space 6}2009#AU  {c |}{col 16}{res}{space 2}-.0139076{col 28}{space 2} .0082278{col 39}{space 1}   -1.69{col 48}{space 3}0.091{col 56}{space 4} -.030037{col 69}{space 3} .0022218
{txt}{space 6}2009#EU  {c |}{col 16}{res}{space 2} .0159978{col 28}{space 2} .0089981{col 39}{space 1}    1.78{col 48}{space 3}0.075{col 56}{space 4}-.0016416{col 69}{space 3} .0336371
{txt}{space 6}2009#NA  {c |}{col 16}{res}{space 2}-.0537352{col 28}{space 2} .0057642{col 39}{space 1}   -9.32{col 48}{space 3}0.000{col 56}{space 4} -.065035{col 69}{space 3}-.0424355
{txt}{space 6}2009#SA  {c |}{col 16}{res}{space 2}-.0643743{col 28}{space 2} .0085997{col 39}{space 1}   -7.49{col 48}{space 3}0.000{col 56}{space 4}-.0812328{col 69}{space 3}-.0475157
{txt}{space 6}2010#AF  {c |}{col 16}{res}{space 2} .0839811{col 28}{space 2} .0073181{col 39}{space 1}   11.48{col 48}{space 3}0.000{col 56}{space 4} .0696351{col 69}{space 3} .0983271
{txt}{space 6}2010#AS  {c |}{col 16}{res}{space 2}        0{col 28}{txt}  (omitted)
{space 6}2010#AU  {c |}{col 16}{res}{space 2} .1019639{col 28}{space 2} .0142079{col 39}{space 1}    7.18{col 48}{space 3}0.000{col 56}{space 4} .0741114{col 69}{space 3} .1298164
{txt}{space 6}2010#EU  {c |}{col 16}{res}{space 2} .3942496{col 28}{space 2} .0161228{col 39}{space 1}   24.45{col 48}{space 3}0.000{col 56}{space 4} .3626433{col 69}{space 3} .4258559
{txt}{space 6}2010#NA  {c |}{col 16}{res}{space 2} .1556286{col 28}{space 2} .0066559{col 39}{space 1}   23.38{col 48}{space 3}0.000{col 56}{space 4} .1425806{col 69}{space 3} .1686765
{txt}{space 6}2010#SA  {c |}{col 16}{res}{space 2} .0167796{col 28}{space 2} .0036676{col 39}{space 1}    4.58{col 48}{space 3}0.000{col 56}{space 4} .0095898{col 69}{space 3} .0239694
{txt}{space 6}2011#AF  {c |}{col 16}{res}{space 2} .0474538{col 28}{space 2} .0054068{col 39}{space 1}    8.78{col 48}{space 3}0.000{col 56}{space 4} .0368546{col 69}{space 3} .0580531
{txt}{space 6}2011#AS  {c |}{col 16}{res}{space 2}-.0589267{col 28}{space 2} .0085697{col 39}{space 1}   -6.88{col 48}{space 3}0.000{col 56}{space 4}-.0757264{col 69}{space 3}-.0421271
{txt}{space 6}2011#AU  {c |}{col 16}{res}{space 2} .0594285{col 28}{space 2} .0075608{col 39}{space 1}    7.86{col 48}{space 3}0.000{col 56}{space 4} .0446068{col 69}{space 3} .0742502
{txt}{space 6}2011#EU  {c |}{col 16}{res}{space 2} .2414757{col 28}{space 2} .0141746{col 39}{space 1}   17.04{col 48}{space 3}0.000{col 56}{space 4} .2136885{col 69}{space 3}  .269263
{txt}{space 6}2011#NA  {c |}{col 16}{res}{space 2} .0747754{col 28}{space 2} .0058894{col 39}{space 1}   12.70{col 48}{space 3}0.000{col 56}{space 4} .0632302{col 69}{space 3} .0863207
{txt}{space 6}2011#SA  {c |}{col 16}{res}{space 2}        0{col 28}{txt}  (omitted)
{space 14} {c |}
{space 9}_cons {c |}{col 16}{res}{space 2} .6139345{col 28}{space 2} .0060463{col 39}{space 1}  101.54{col 48}{space 3}0.000{col 56}{space 4} .6020816{col 69}{space 3} .6257873
{txt}{hline 15}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
       sigma_u {c |} {res} .91294218
       {txt}sigma_e {c |} {res}  .1340076
           {txt}rho {c |} {res} .97890817{txt}   (fraction of variance due to u_i)
{hline 15}{c BT}{hline 64}
{res}{txt}{p 0 6 2}note: {bf:2011.year#4.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2010.year#2.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2007.year#5.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2003b.year#6.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2008.year#3.continent} omitted because of collinearity with the absorbed variable.{p_end}
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   315,927
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    35,103

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.2739{col 63}{txt}min{col 67}={col 69}{res}         9
{txt}     Between = {res}0.0379{col 63}{txt}avg{col 67}={col 69}{res}       9.0
{txt}     Overall = {res}0.0069{col 63}{txt}max{col 67}={col 69}{res}         9

{txt}{col 49}F({res}64{txt}, {res}6031{txt}){col 67}={col 70}{res}    40.09
{txt}corr(u_i, Xb) = {res}-0.2108{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 80:(Std. err. adjusted for {res:6,032} clusters in {res:conpfaf4})}
{hline 15}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 16}{c |}{col 28}    Robust
{col 1}     ihslights{col 16}{c |} Coefficient{col 28}  std. err.{col 40}      t{col 48}   P>|t|{col 56}     [95% con{col 69}f. interval]
{hline 15}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}esmpdsi {c |}
{space 11}--. {c |}{col 16}{res}{space 2}-.0127613{col 28}{space 2} .0017361{col 39}{space 1}   -7.35{col 48}{space 3}0.000{col 56}{space 4}-.0161647{col 69}{space 3}-.0093578
{txt}{space 11}L1. {c |}{col 16}{res}{space 2}-.0108313{col 28}{space 2} .0016041{col 39}{space 1}   -6.75{col 48}{space 3}0.000{col 56}{space 4}-.0139758{col 69}{space 3}-.0076867
{txt}{space 11}L2. {c |}{col 16}{res}{space 2}-.0086419{col 28}{space 2} .0018119{col 39}{space 1}   -4.77{col 48}{space 3}0.000{col 56}{space 4}-.0121938{col 69}{space 3}  -.00509
{txt}{space 11}L3. {c |}{col 16}{res}{space 2}-.0102003{col 28}{space 2} .0020502{col 39}{space 1}   -4.98{col 48}{space 3}0.000{col 56}{space 4}-.0142195{col 69}{space 3}-.0061812
{txt}{space 14} {c |}
{space 7}dev_tmp {c |}
{space 11}--. {c |}{col 16}{res}{space 2}-.0109594{col 28}{space 2} .0022897{col 39}{space 1}   -4.79{col 48}{space 3}0.000{col 56}{space 4} -.015448{col 69}{space 3}-.0064708
{txt}{space 11}L1. {c |}{col 16}{res}{space 2} .0098263{col 28}{space 2} .0031822{col 39}{space 1}    3.09{col 48}{space 3}0.002{col 56}{space 4}  .003588{col 69}{space 3} .0160646
{txt}{space 11}L2. {c |}{col 16}{res}{space 2}-.0086079{col 28}{space 2} .0029692{col 39}{space 1}   -2.90{col 48}{space 3}0.004{col 56}{space 4}-.0144286{col 69}{space 3}-.0027873
{txt}{space 11}L3. {c |}{col 16}{res}{space 2} .0034018{col 28}{space 2} .0033323{col 39}{space 1}    1.02{col 48}{space 3}0.307{col 56}{space 4}-.0031307{col 69}{space 3} .0099344
{txt}{space 14} {c |}
{space 5}dev_tmpsq {c |}
{space 11}--. {c |}{col 16}{res}{space 2}-.0153061{col 28}{space 2} .0024177{col 39}{space 1}   -6.33{col 48}{space 3}0.000{col 56}{space 4}-.0200457{col 69}{space 3}-.0105666
{txt}{space 11}L1. {c |}{col 16}{res}{space 2}-.0136264{col 28}{space 2} .0019549{col 39}{space 1}   -6.97{col 48}{space 3}0.000{col 56}{space 4}-.0174587{col 69}{space 3}-.0097941
{txt}{space 11}L2. {c |}{col 16}{res}{space 2}-.0023761{col 28}{space 2} .0024066{col 39}{space 1}   -0.99{col 48}{space 3}0.324{col 56}{space 4}-.0070939{col 69}{space 3} .0023416
{txt}{space 11}L3. {c |}{col 16}{res}{space 2}-.0161743{col 28}{space 2} .0029026{col 39}{space 1}   -5.57{col 48}{space 3}0.000{col 56}{space 4}-.0218644{col 69}{space 3}-.0104841
{txt}{space 14} {c |}
{space 5}dev_tmpcu {c |}
{space 11}--. {c |}{col 16}{res}{space 2}-.0067268{col 28}{space 2} .0015342{col 39}{space 1}   -4.38{col 48}{space 3}0.000{col 56}{space 4}-.0097343{col 69}{space 3}-.0037193
{txt}{space 11}L1. {c |}{col 16}{res}{space 2}-.0030537{col 28}{space 2} .0010274{col 39}{space 1}   -2.97{col 48}{space 3}0.003{col 56}{space 4}-.0050677{col 69}{space 3}-.0010397
{txt}{space 11}L2. {c |}{col 16}{res}{space 2}  .002575{col 28}{space 2} .0015361{col 39}{space 1}    1.68{col 48}{space 3}0.094{col 56}{space 4}-.0004363{col 69}{space 3} .0055864
{txt}{space 11}L3. {c |}{col 16}{res}{space 2}-.0107347{col 28}{space 2}  .001906{col 39}{space 1}   -5.63{col 48}{space 3}0.000{col 56}{space 4}-.0144711{col 69}{space 3}-.0069983
{txt}{space 14} {c |}
year#continent {c |}
{space 6}2003#AS  {c |}{col 16}{res}{space 2} -.230174{col 28}{space 2} .0207601{col 39}{space 1}  -11.09{col 48}{space 3}0.000{col 56}{space 4}-.2708713{col 69}{space 3}-.1894768
{txt}{space 6}2003#AU  {c |}{col 16}{res}{space 2}-.0195705{col 28}{space 2} .0068609{col 39}{space 1}   -2.85{col 48}{space 3}0.004{col 56}{space 4}-.0330203{col 69}{space 3}-.0061206
{txt}{space 6}2003#EU  {c |}{col 16}{res}{space 2} -.278611{col 28}{space 2} .0130114{col 39}{space 1}  -21.41{col 48}{space 3}0.000{col 56}{space 4} -.304118{col 69}{space 3}-.2531039
{txt}{space 6}2003#NA  {c |}{col 16}{res}{space 2} -.108597{col 28}{space 2}  .005246{col 39}{space 1}  -20.70{col 48}{space 3}0.000{col 56}{space 4}-.1188811{col 69}{space 3}-.0983128
{txt}{space 6}2003#SA  {c |}{col 16}{res}{space 2}        0{col 28}{txt}  (omitted)
{space 6}2004#AF  {c |}{col 16}{res}{space 2}  .004575{col 28}{space 2} .0019412{col 39}{space 1}    2.36{col 48}{space 3}0.018{col 56}{space 4} .0007697{col 69}{space 3} .0083804
{txt}{space 6}2004#AS  {c |}{col 16}{res}{space 2}-.2009005{col 28}{space 2} .0191311{col 39}{space 1}  -10.50{col 48}{space 3}0.000{col 56}{space 4}-.2384042{col 69}{space 3}-.1633968
{txt}{space 6}2004#AU  {c |}{col 16}{res}{space 2}-.0187727{col 28}{space 2} .0071201{col 39}{space 1}   -2.64{col 48}{space 3}0.008{col 56}{space 4}-.0327306{col 69}{space 3}-.0048147
{txt}{space 6}2004#EU  {c |}{col 16}{res}{space 2}-.2469102{col 28}{space 2} .0122746{col 39}{space 1}  -20.12{col 48}{space 3}0.000{col 56}{space 4}-.2709727{col 69}{space 3}-.2228477
{txt}{space 6}2004#NA  {c |}{col 16}{res}{space 2}-.0994171{col 28}{space 2} .0051009{col 39}{space 1}  -19.49{col 48}{space 3}0.000{col 56}{space 4}-.1094167{col 69}{space 3}-.0894175
{txt}{space 6}2004#SA  {c |}{col 16}{res}{space 2} .0033499{col 28}{space 2} .0015628{col 39}{space 1}    2.14{col 48}{space 3}0.032{col 56}{space 4} .0002863{col 69}{space 3} .0064136
{txt}{space 6}2005#AF  {c |}{col 16}{res}{space 2} .0168082{col 28}{space 2} .0028907{col 39}{space 1}    5.81{col 48}{space 3}0.000{col 56}{space 4} .0111413{col 69}{space 3}  .022475
{txt}{space 6}2005#AS  {c |}{col 16}{res}{space 2} -.179601{col 28}{space 2} .0158284{col 39}{space 1}  -11.35{col 48}{space 3}0.000{col 56}{space 4}-.2106303{col 69}{space 3}-.1485716
{txt}{space 6}2005#AU  {c |}{col 16}{res}{space 2} -.020194{col 28}{space 2} .0075638{col 39}{space 1}   -2.67{col 48}{space 3}0.008{col 56}{space 4}-.0350217{col 69}{space 3}-.0053663
{txt}{space 6}2005#EU  {c |}{col 16}{res}{space 2}-.1859058{col 28}{space 2} .0118121{col 39}{space 1}  -15.74{col 48}{space 3}0.000{col 56}{space 4}-.2090618{col 69}{space 3}-.1627499
{txt}{space 6}2005#NA  {c |}{col 16}{res}{space 2}-.0669751{col 28}{space 2} .0048938{col 39}{space 1}  -13.69{col 48}{space 3}0.000{col 56}{space 4}-.0765686{col 69}{space 3}-.0573815
{txt}{space 6}2005#SA  {c |}{col 16}{res}{space 2} .0134316{col 28}{space 2} .0022542{col 39}{space 1}    5.96{col 48}{space 3}0.000{col 56}{space 4} .0090126{col 69}{space 3} .0178506
{txt}{space 6}2006#AF  {c |}{col 16}{res}{space 2} .0192547{col 28}{space 2} .0045112{col 39}{space 1}    4.27{col 48}{space 3}0.000{col 56}{space 4} .0104112{col 69}{space 3} .0280982
{txt}{space 6}2006#AS  {c |}{col 16}{res}{space 2}-.1781499{col 28}{space 2} .0161338{col 39}{space 1}  -11.04{col 48}{space 3}0.000{col 56}{space 4}-.2097779{col 69}{space 3} -.146522
{txt}{space 6}2006#AU  {c |}{col 16}{res}{space 2}-.0154501{col 28}{space 2} .0055374{col 39}{space 1}   -2.79{col 48}{space 3}0.005{col 56}{space 4}-.0263054{col 69}{space 3}-.0045949
{txt}{space 6}2006#EU  {c |}{col 16}{res}{space 2}-.2793719{col 28}{space 2}   .01577{col 39}{space 1}  -17.72{col 48}{space 3}0.000{col 56}{space 4}-.3102867{col 69}{space 3} -.248457
{txt}{space 6}2006#NA  {c |}{col 16}{res}{space 2} -.112599{col 28}{space 2} .0056493{col 39}{space 1}  -19.93{col 48}{space 3}0.000{col 56}{space 4}-.1236736{col 69}{space 3}-.1015244
{txt}{space 6}2006#SA  {c |}{col 16}{res}{space 2} .0243316{col 28}{space 2} .0035929{col 39}{space 1}    6.77{col 48}{space 3}0.000{col 56}{space 4} .0172882{col 69}{space 3} .0313749
{txt}{space 6}2007#AF  {c |}{col 16}{res}{space 2} .0361183{col 28}{space 2} .0061142{col 39}{space 1}    5.91{col 48}{space 3}0.000{col 56}{space 4} .0241323{col 69}{space 3} .0481043
{txt}{space 6}2007#AS  {c |}{col 16}{res}{space 2}-.0794366{col 28}{space 2} .0084544{col 39}{space 1}   -9.40{col 48}{space 3}0.000{col 56}{space 4}-.0960102{col 69}{space 3}-.0628629
{txt}{space 6}2007#AU  {c |}{col 16}{res}{space 2}  .019298{col 28}{space 2}  .005049{col 39}{space 1}    3.82{col 48}{space 3}0.000{col 56}{space 4} .0094003{col 69}{space 3} .0291958
{txt}{space 6}2007#EU  {c |}{col 16}{res}{space 2}  -.12672{col 28}{space 2} .0136139{col 39}{space 1}   -9.31{col 48}{space 3}0.000{col 56}{space 4}-.1534081{col 69}{space 3}-.1000319
{txt}{space 6}2007#NA  {c |}{col 16}{res}{space 2}        0{col 28}{txt}  (omitted)
{space 6}2007#SA  {c |}{col 16}{res}{space 2} .0405388{col 28}{space 2} .0056071{col 39}{space 1}    7.23{col 48}{space 3}0.000{col 56}{space 4} .0295468{col 69}{space 3} .0515308
{txt}{space 6}2008#AF  {c |}{col 16}{res}{space 2} .0257427{col 28}{space 2} .0045377{col 39}{space 1}    5.67{col 48}{space 3}0.000{col 56}{space 4} .0168472{col 69}{space 3} .0346382
{txt}{space 6}2008#AS  {c |}{col 16}{res}{space 2}-.1152858{col 28}{space 2} .0118991{col 39}{space 1}   -9.69{col 48}{space 3}0.000{col 56}{space 4}-.1386124{col 69}{space 3}-.0919593
{txt}{space 6}2008#AU  {c |}{col 16}{res}{space 2}        0{col 28}{txt}  (omitted)
{space 6}2008#EU  {c |}{col 16}{res}{space 2}-.1413946{col 28}{space 2}  .012322{col 39}{space 1}  -11.47{col 48}{space 3}0.000{col 56}{space 4}-.1655501{col 69}{space 3}-.1172391
{txt}{space 6}2008#NA  {c |}{col 16}{res}{space 2} -.015187{col 28}{space 2} .0039803{col 39}{space 1}   -3.82{col 48}{space 3}0.000{col 56}{space 4}-.0229898{col 69}{space 3}-.0073843
{txt}{space 6}2008#SA  {c |}{col 16}{res}{space 2} .0435198{col 28}{space 2} .0060682{col 39}{space 1}    7.17{col 48}{space 3}0.000{col 56}{space 4} .0316239{col 69}{space 3} .0554157
{txt}{space 6}2009#AF  {c |}{col 16}{res}{space 2} .0193979{col 28}{space 2} .0036228{col 39}{space 1}    5.35{col 48}{space 3}0.000{col 56}{space 4}  .012296{col 69}{space 3} .0264998
{txt}{space 6}2009#AS  {c |}{col 16}{res}{space 2}-.1709891{col 28}{space 2} .0155003{col 39}{space 1}  -11.03{col 48}{space 3}0.000{col 56}{space 4}-.2013753{col 69}{space 3}-.1406029
{txt}{space 6}2009#AU  {c |}{col 16}{res}{space 2}-.0168128{col 28}{space 2} .0073207{col 39}{space 1}   -2.30{col 48}{space 3}0.022{col 56}{space 4} -.031164{col 69}{space 3}-.0024616
{txt}{space 6}2009#EU  {c |}{col 16}{res}{space 2}-.2350376{col 28}{space 2} .0117909{col 39}{space 1}  -19.93{col 48}{space 3}0.000{col 56}{space 4}-.2581519{col 69}{space 3}-.2119233
{txt}{space 6}2009#NA  {c |}{col 16}{res}{space 2}-.0721805{col 28}{space 2} .0070219{col 39}{space 1}  -10.28{col 48}{space 3}0.000{col 56}{space 4} -.085946{col 69}{space 3} -.058415
{txt}{space 6}2009#SA  {c |}{col 16}{res}{space 2} .0348641{col 28}{space 2} .0049111{col 39}{space 1}    7.10{col 48}{space 3}0.000{col 56}{space 4} .0252365{col 69}{space 3} .0444917
{txt}{space 6}2010#AF  {c |}{col 16}{res}{space 2} .0811192{col 28}{space 2} .0105824{col 39}{space 1}    7.67{col 48}{space 3}0.000{col 56}{space 4} .0603739{col 69}{space 3} .1018644
{txt}{space 6}2010#AS  {c |}{col 16}{res}{space 2}        0{col 28}{txt}  (omitted)
{space 6}2010#AU  {c |}{col 16}{res}{space 2} .0972505{col 28}{space 2} .0140708{col 39}{space 1}    6.91{col 48}{space 3}0.000{col 56}{space 4} .0696667{col 69}{space 3} .1248344
{txt}{space 6}2010#EU  {c |}{col 16}{res}{space 2} .1522859{col 28}{space 2} .0102679{col 39}{space 1}   14.83{col 48}{space 3}0.000{col 56}{space 4} .1321572{col 69}{space 3} .1724145
{txt}{space 6}2010#NA  {c |}{col 16}{res}{space 2} .1120493{col 28}{space 2} .0063185{col 39}{space 1}   17.73{col 48}{space 3}0.000{col 56}{space 4} .0996627{col 69}{space 3} .1244359
{txt}{space 6}2010#SA  {c |}{col 16}{res}{space 2} .1079083{col 28}{space 2} .0151755{col 39}{space 1}    7.11{col 48}{space 3}0.000{col 56}{space 4} .0781589{col 69}{space 3} .1376577
{txt}{space 6}2011#AF  {c |}{col 16}{res}{space 2} .0556292{col 28}{space 2} .0081109{col 39}{space 1}    6.86{col 48}{space 3}0.000{col 56}{space 4} .0397289{col 69}{space 3} .0715295
{txt}{space 6}2011#AS  {c |}{col 16}{res}{space 2}-.0557208{col 28}{space 2} .0061109{col 39}{space 1}   -9.12{col 48}{space 3}0.000{col 56}{space 4}-.0677004{col 69}{space 3}-.0437413
{txt}{space 6}2011#AU  {c |}{col 16}{res}{space 2} .0581697{col 28}{space 2} .0078932{col 39}{space 1}    7.37{col 48}{space 3}0.000{col 56}{space 4} .0426962{col 69}{space 3} .0736432
{txt}{space 6}2011#EU  {c |}{col 16}{res}{space 2}        0{col 28}{txt}  (omitted)
{space 6}2011#NA  {c |}{col 16}{res}{space 2} .0062611{col 28}{space 2} .0047384{col 39}{space 1}    1.32{col 48}{space 3}0.186{col 56}{space 4}-.0030279{col 69}{space 3} .0155502
{txt}{space 6}2011#SA  {c |}{col 16}{res}{space 2} .0863605{col 28}{space 2} .0118348{col 39}{space 1}    7.30{col 48}{space 3}0.000{col 56}{space 4} .0631601{col 69}{space 3} .1095609
{txt}{space 14} {c |}
{space 9}_cons {c |}{col 16}{res}{space 2} .6283485{col 28}{space 2} .0061301{col 39}{space 1}  102.50{col 48}{space 3}0.000{col 56}{space 4} .6163314{col 69}{space 3} .6403657
{txt}{hline 15}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
       sigma_u {c |} {res} .88615201
       {txt}sigma_e {c |} {res} .13229306
           {txt}rho {c |} {res} .97819858{txt}   (fraction of variance due to u_i)
{hline 15}{c BT}{hline 64}
{res}{txt}{p 0 6 2}note: {bf:2008.year#5.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2011.year#4.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2010.year#2.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2008.year#6.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2011.year#3.continent} omitted because of collinearity with the absorbed variable.{p_end}
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   210,618
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    35,103

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.3103{col 63}{txt}min{col 67}={col 69}{res}         6
{txt}     Between = {res}0.0132{col 63}{txt}avg{col 67}={col 69}{res}       6.0
{txt}     Overall = {res}0.0000{col 63}{txt}max{col 67}={col 69}{res}         6

{txt}{col 49}F({res}58{txt}, {res}6031{txt}){col 67}={col 70}{res}    43.29
{txt}corr(u_i, Xb) = {res}-0.1131{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 80:(Std. err. adjusted for {res:6,032} clusters in {res:conpfaf4})}
{hline 15}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 16}{c |}{col 28}    Robust
{col 1}     ihslights{col 16}{c |} Coefficient{col 28}  std. err.{col 40}      t{col 48}   P>|t|{col 56}     [95% con{col 69}f. interval]
{hline 15}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}esmpdsi {c |}
{space 11}--. {c |}{col 16}{res}{space 2}-.0049082{col 28}{space 2} .0021692{col 39}{space 1}   -2.26{col 48}{space 3}0.024{col 56}{space 4}-.0091606{col 69}{space 3}-.0006557
{txt}{space 11}L1. {c |}{col 16}{res}{space 2}-.0131549{col 28}{space 2} .0022392{col 39}{space 1}   -5.87{col 48}{space 3}0.000{col 56}{space 4}-.0175446{col 69}{space 3}-.0087653
{txt}{space 11}L2. {c |}{col 16}{res}{space 2}-.0138137{col 28}{space 2} .0023538{col 39}{space 1}   -5.87{col 48}{space 3}0.000{col 56}{space 4} -.018428{col 69}{space 3}-.0091994
{txt}{space 11}L3. {c |}{col 16}{res}{space 2}-.0156286{col 28}{space 2} .0021072{col 39}{space 1}   -7.42{col 48}{space 3}0.000{col 56}{space 4}-.0197595{col 69}{space 3}-.0114976
{txt}{space 11}L4. {c |}{col 16}{res}{space 2} -.011987{col 28}{space 2} .0022389{col 39}{space 1}   -5.35{col 48}{space 3}0.000{col 56}{space 4}-.0163761{col 69}{space 3}-.0075978
{txt}{space 11}L5. {c |}{col 16}{res}{space 2} .0004779{col 28}{space 2} .0023079{col 39}{space 1}    0.21{col 48}{space 3}0.836{col 56}{space 4}-.0040464{col 69}{space 3} .0050022
{txt}{space 11}L6. {c |}{col 16}{res}{space 2} .0166765{col 28}{space 2} .0024727{col 39}{space 1}    6.74{col 48}{space 3}0.000{col 56}{space 4} .0118292{col 69}{space 3} .0215238
{txt}{space 14} {c |}
{space 7}dev_tmp {c |}
{space 11}--. {c |}{col 16}{res}{space 2}-.0242021{col 28}{space 2} .0032511{col 39}{space 1}   -7.44{col 48}{space 3}0.000{col 56}{space 4}-.0305754{col 69}{space 3}-.0178287
{txt}{space 11}L1. {c |}{col 16}{res}{space 2} .0275559{col 28}{space 2} .0036525{col 39}{space 1}    7.54{col 48}{space 3}0.000{col 56}{space 4} .0203958{col 69}{space 3} .0347161
{txt}{space 11}L2. {c |}{col 16}{res}{space 2} .0104815{col 28}{space 2} .0037062{col 39}{space 1}    2.83{col 48}{space 3}0.005{col 56}{space 4}  .003216{col 69}{space 3} .0177471
{txt}{space 11}L3. {c |}{col 16}{res}{space 2} .0375346{col 28}{space 2} .0047517{col 39}{space 1}    7.90{col 48}{space 3}0.000{col 56}{space 4} .0282196{col 69}{space 3} .0468496
{txt}{space 11}L4. {c |}{col 16}{res}{space 2}  .038217{col 28}{space 2}  .004888{col 39}{space 1}    7.82{col 48}{space 3}0.000{col 56}{space 4} .0286348{col 69}{space 3} .0477993
{txt}{space 11}L5. {c |}{col 16}{res}{space 2}-.0015149{col 28}{space 2} .0043832{col 39}{space 1}   -0.35{col 48}{space 3}0.730{col 56}{space 4}-.0101076{col 69}{space 3} .0070778
{txt}{space 11}L6. {c |}{col 16}{res}{space 2}-.0151631{col 28}{space 2} .0043747{col 39}{space 1}   -3.47{col 48}{space 3}0.001{col 56}{space 4} -.023739{col 69}{space 3}-.0065872
{txt}{space 14} {c |}
{space 5}dev_tmpsq {c |}
{space 11}--. {c |}{col 16}{res}{space 2}-.0093763{col 28}{space 2} .0030575{col 39}{space 1}   -3.07{col 48}{space 3}0.002{col 56}{space 4}-.0153701{col 69}{space 3}-.0033826
{txt}{space 11}L1. {c |}{col 16}{res}{space 2}-.0066575{col 28}{space 2} .0022284{col 39}{space 1}   -2.99{col 48}{space 3}0.003{col 56}{space 4} -.011026{col 69}{space 3} -.002289
{txt}{space 11}L2. {c |}{col 16}{res}{space 2} .0082985{col 28}{space 2} .0027919{col 39}{space 1}    2.97{col 48}{space 3}0.003{col 56}{space 4} .0028253{col 69}{space 3} .0137717
{txt}{space 11}L3. {c |}{col 16}{res}{space 2}-.0194278{col 28}{space 2} .0035123{col 39}{space 1}   -5.53{col 48}{space 3}0.000{col 56}{space 4}-.0263131{col 69}{space 3}-.0125425
{txt}{space 11}L4. {c |}{col 16}{res}{space 2}-.0150476{col 28}{space 2} .0031149{col 39}{space 1}   -4.83{col 48}{space 3}0.000{col 56}{space 4}-.0211539{col 69}{space 3}-.0089412
{txt}{space 11}L5. {c |}{col 16}{res}{space 2}-.0111677{col 28}{space 2} .0042806{col 39}{space 1}   -2.61{col 48}{space 3}0.009{col 56}{space 4}-.0195592{col 69}{space 3}-.0027762
{txt}{space 11}L6. {c |}{col 16}{res}{space 2}-.0172066{col 28}{space 2} .0029531{col 39}{space 1}   -5.83{col 48}{space 3}0.000{col 56}{space 4}-.0229957{col 69}{space 3}-.0114176
{txt}{space 14} {c |}
{space 5}dev_tmpcu {c |}
{space 11}--. {c |}{col 16}{res}{space 2}-.0047567{col 28}{space 2} .0016489{col 39}{space 1}   -2.88{col 48}{space 3}0.004{col 56}{space 4}-.0079891{col 69}{space 3}-.0015244
{txt}{space 11}L1. {c |}{col 16}{res}{space 2}-.0075318{col 28}{space 2} .0012566{col 39}{space 1}   -5.99{col 48}{space 3}0.000{col 56}{space 4}-.0099952{col 69}{space 3}-.0050685
{txt}{space 11}L2. {c |}{col 16}{res}{space 2} -.004936{col 28}{space 2} .0018522{col 39}{space 1}   -2.66{col 48}{space 3}0.008{col 56}{space 4} -.008567{col 69}{space 3}-.0013051
{txt}{space 11}L3. {c |}{col 16}{res}{space 2}-.0201941{col 28}{space 2}  .002746{col 39}{space 1}   -7.35{col 48}{space 3}0.000{col 56}{space 4}-.0255773{col 69}{space 3} -.014811
{txt}{space 11}L4. {c |}{col 16}{res}{space 2}-.0127714{col 28}{space 2} .0029012{col 39}{space 1}   -4.40{col 48}{space 3}0.000{col 56}{space 4}-.0184588{col 69}{space 3} -.007084
{txt}{space 11}L5. {c |}{col 16}{res}{space 2}-.0041454{col 28}{space 2} .0022846{col 39}{space 1}   -1.81{col 48}{space 3}0.070{col 56}{space 4}-.0086239{col 69}{space 3} .0003332
{txt}{space 11}L6. {c |}{col 16}{res}{space 2} .0036561{col 28}{space 2} .0028548{col 39}{space 1}    1.28{col 48}{space 3}0.200{col 56}{space 4}-.0019404{col 69}{space 3} .0092526
{txt}{space 14} {c |}
year#continent {c |}
{space 6}2006#AS  {c |}{col 16}{res}{space 2}-.1809513{col 28}{space 2} .0163922{col 39}{space 1}  -11.04{col 48}{space 3}0.000{col 56}{space 4}-.2130858{col 69}{space 3}-.1488167
{txt}{space 6}2006#AU  {c |}{col 16}{res}{space 2}-.0801091{col 28}{space 2} .0084943{col 39}{space 1}   -9.43{col 48}{space 3}0.000{col 56}{space 4}-.0967609{col 69}{space 3}-.0634574
{txt}{space 6}2006#EU  {c |}{col 16}{res}{space 2}-.2451383{col 28}{space 2} .0137689{col 39}{space 1}  -17.80{col 48}{space 3}0.000{col 56}{space 4}-.2721302{col 69}{space 3}-.2181463
{txt}{space 6}2006#NA  {c |}{col 16}{res}{space 2}-.0612346{col 28}{space 2} .0068342{col 39}{space 1}   -8.96{col 48}{space 3}0.000{col 56}{space 4} -.074632{col 69}{space 3}-.0478372
{txt}{space 6}2006#SA  {c |}{col 16}{res}{space 2}-.0229393{col 28}{space 2} .0042959{col 39}{space 1}   -5.34{col 48}{space 3}0.000{col 56}{space 4}-.0313608{col 69}{space 3}-.0145178
{txt}{space 6}2007#AF  {c |}{col 16}{res}{space 2} .0164292{col 28}{space 2} .0031615{col 39}{space 1}    5.20{col 48}{space 3}0.000{col 56}{space 4} .0102315{col 69}{space 3} .0226269
{txt}{space 6}2007#AS  {c |}{col 16}{res}{space 2}-.0698368{col 28}{space 2} .0080187{col 39}{space 1}   -8.71{col 48}{space 3}0.000{col 56}{space 4}-.0855564{col 69}{space 3}-.0541171
{txt}{space 6}2007#AU  {c |}{col 16}{res}{space 2}-.0369754{col 28}{space 2} .0085353{col 39}{space 1}   -4.33{col 48}{space 3}0.000{col 56}{space 4}-.0537077{col 69}{space 3}-.0202431
{txt}{space 6}2007#EU  {c |}{col 16}{res}{space 2}-.0945778{col 28}{space 2} .0125265{col 39}{space 1}   -7.55{col 48}{space 3}0.000{col 56}{space 4}-.1191342{col 69}{space 3}-.0700215
{txt}{space 6}2007#NA  {c |}{col 16}{res}{space 2} .0386368{col 28}{space 2} .0050215{col 39}{space 1}    7.69{col 48}{space 3}0.000{col 56}{space 4}  .028793{col 69}{space 3} .0484807
{txt}{space 6}2007#SA  {c |}{col 16}{res}{space 2}-.0069955{col 28}{space 2} .0027522{col 39}{space 1}   -2.54{col 48}{space 3}0.011{col 56}{space 4}-.0123909{col 69}{space 3}-.0016002
{txt}{space 6}2008#AF  {c |}{col 16}{res}{space 2} .0091185{col 28}{space 2} .0035989{col 39}{space 1}    2.53{col 48}{space 3}0.011{col 56}{space 4} .0020633{col 69}{space 3} .0161737
{txt}{space 6}2008#AS  {c |}{col 16}{res}{space 2}-.1136644{col 28}{space 2} .0108706{col 39}{space 1}  -10.46{col 48}{space 3}0.000{col 56}{space 4}-.1349747{col 69}{space 3}-.0923541
{txt}{space 6}2008#AU  {c |}{col 16}{res}{space 2}-.0603636{col 28}{space 2} .0077246{col 39}{space 1}   -7.81{col 48}{space 3}0.000{col 56}{space 4}-.0755066{col 69}{space 3}-.0452207
{txt}{space 6}2008#EU  {c |}{col 16}{res}{space 2}-.1216937{col 28}{space 2}  .011885{col 39}{space 1}  -10.24{col 48}{space 3}0.000{col 56}{space 4}-.1449927{col 69}{space 3}-.0983948
{txt}{space 6}2008#NA  {c |}{col 16}{res}{space 2}        0{col 28}{txt}  (omitted)
{space 6}2008#SA  {c |}{col 16}{res}{space 2}        0{col 28}{txt}  (omitted)
{space 6}2009#AF  {c |}{col 16}{res}{space 2} .0139389{col 28}{space 2} .0040681{col 39}{space 1}    3.43{col 48}{space 3}0.001{col 56}{space 4}  .005964{col 69}{space 3} .0219139
{txt}{space 6}2009#AS  {c |}{col 16}{res}{space 2}-.1726891{col 28}{space 2} .0148679{col 39}{space 1}  -11.61{col 48}{space 3}0.000{col 56}{space 4}-.2018354{col 69}{space 3}-.1435428
{txt}{space 6}2009#AU  {c |}{col 16}{res}{space 2}-.0765103{col 28}{space 2} .0114129{col 39}{space 1}   -6.70{col 48}{space 3}0.000{col 56}{space 4}-.0988836{col 69}{space 3} -.054137
{txt}{space 6}2009#EU  {c |}{col 16}{res}{space 2}-.2260362{col 28}{space 2} .0116901{col 39}{space 1}  -19.34{col 48}{space 3}0.000{col 56}{space 4}-.2489529{col 69}{space 3}-.2031194
{txt}{space 6}2009#NA  {c |}{col 16}{res}{space 2}-.0539732{col 28}{space 2} .0056281{col 39}{space 1}   -9.59{col 48}{space 3}0.000{col 56}{space 4}-.0650063{col 69}{space 3}-.0429402
{txt}{space 6}2009#SA  {c |}{col 16}{res}{space 2}-.0076857{col 28}{space 2} .0035031{col 39}{space 1}   -2.19{col 48}{space 3}0.028{col 56}{space 4} -.014553{col 69}{space 3}-.0008185
{txt}{space 6}2010#AF  {c |}{col 16}{res}{space 2} .0788755{col 28}{space 2} .0072472{col 39}{space 1}   10.88{col 48}{space 3}0.000{col 56}{space 4} .0646685{col 69}{space 3} .0930826
{txt}{space 6}2010#AS  {c |}{col 16}{res}{space 2}        0{col 28}{txt}  (omitted)
{space 6}2010#AU  {c |}{col 16}{res}{space 2} .0440237{col 28}{space 2} .0112328{col 39}{space 1}    3.92{col 48}{space 3}0.000{col 56}{space 4} .0220035{col 69}{space 3} .0660439
{txt}{space 6}2010#EU  {c |}{col 16}{res}{space 2} .1518421{col 28}{space 2} .0099558{col 39}{space 1}   15.25{col 48}{space 3}0.000{col 56}{space 4} .1323252{col 69}{space 3}  .171359
{txt}{space 6}2010#NA  {c |}{col 16}{res}{space 2} .1586543{col 28}{space 2} .0066984{col 39}{space 1}   23.69{col 48}{space 3}0.000{col 56}{space 4} .1455231{col 69}{space 3} .1717856
{txt}{space 6}2010#SA  {c |}{col 16}{res}{space 2}   .06817{col 28}{space 2} .0080307{col 39}{space 1}    8.49{col 48}{space 3}0.000{col 56}{space 4} .0524268{col 69}{space 3} .0839131
{txt}{space 6}2011#AF  {c |}{col 16}{res}{space 2}  .042357{col 28}{space 2} .0052586{col 39}{space 1}    8.05{col 48}{space 3}0.000{col 56}{space 4} .0320483{col 69}{space 3} .0526656
{txt}{space 6}2011#AS  {c |}{col 16}{res}{space 2}-.0623629{col 28}{space 2} .0080878{col 39}{space 1}   -7.71{col 48}{space 3}0.000{col 56}{space 4}-.0782179{col 69}{space 3} -.046508
{txt}{space 6}2011#AU  {c |}{col 16}{res}{space 2}        0{col 28}{txt}  (omitted)
{space 6}2011#EU  {c |}{col 16}{res}{space 2}        0{col 28}{txt}  (omitted)
{space 6}2011#NA  {c |}{col 16}{res}{space 2} .0774738{col 28}{space 2} .0061677{col 39}{space 1}   12.56{col 48}{space 3}0.000{col 56}{space 4}  .065383{col 69}{space 3} .0895646
{txt}{space 6}2011#SA  {c |}{col 16}{res}{space 2} .0502399{col 28}{space 2} .0057771{col 39}{space 1}    8.70{col 48}{space 3}0.000{col 56}{space 4} .0389147{col 69}{space 3} .0615651
{txt}{space 14} {c |}
{space 9}_cons {c |}{col 16}{res}{space 2} .6250921{col 28}{space 2} .0062893{col 39}{space 1}   99.39{col 48}{space 3}0.000{col 56}{space 4} .6127629{col 69}{space 3} .6374213
{txt}{hline 15}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
       sigma_u {c |} {res} .90838277
       {txt}sigma_e {c |} {res} .13182261
           {txt}rho {c |} {res} .97937514{txt}   (fraction of variance due to u_i)
{hline 15}{c BT}{hline 64}

{com}. 
. coefplot (rdsi_lags_3, label(DSI 3 lags)) (rdsi_lags_6, label(DSI 6 lags) color(navy) ciopts(lcolor(navy))) (pdsi_lags_3, msymbol(Dh) label(sc-PDSI 3 lags))  (pdsi_lags_6, msymbol(Dh) label(sc-PDSI 6 lags) color(dkgreen) ciopts(lcolor(dkgreen))), base drop(_cons *year* *dev*) xline(0) levels(95) xtitle("Effect on ihs lights") graphregion(fcolor(white))rename(*.esmrdsi = .esmpdsi esmrdsi = esmpdsi) ylabel(1 "Current drought" 2 "1 year ago" 3 "2 years ago" 4 "3 years ago" 5 "4 years ago" 6 "5 years ago" 7 "6 years ago") 
{res}{txt}
{com}. graph export "../output/FigureE1_lags.emf", replace
{txt}{p 0 4 2}
file {bf}
C:\Users\hilar\Box\lights_2022\replication package\code\../output/FigureE1_lags.emf{rm}
saved as
Enhanced Metafile
format
{p_end}

{com}. 
. eststo clear
{txt}
{com}. 
. 
. **# Appendix G: Growth rather than levels of lights
. 
. *make cm rather mm to make axis more readable
. replace dev_precip=dev_precip/10
{txt}(506,177 real changes made)

{com}. 
. label var dev_tmp "Temp anomaly (degrees C)"
{txt}
{com}. label var dev_precip "Precip anomaly (cm per month)"
{txt}
{com}. 
. 
. macro define weather "c.dev_tmp##c.dev_tmp##c.dev_tmp"
{txt}
{com}. 
. 
. 
. gen growth=d.lights/l.lights if l.lights>0
{txt}(214,089 missing values generated)

{com}. * count no change at zero as no change
. replace growth=0 if d.lights==0
{txt}(142,630 real changes made)

{com}. 
. ** Main droughts regressions
. 
. foreach v in r p {c -(}
{txt}  2{com}. 
. eststo:  xtreg growth ib6.`v'dsi_cat i.year#i.continent if flare==0, fe vce(cluster conpfaf4) 
{txt}  3{com}. estimates store `v'dsi_basic
{txt}  4{com}. 
. xtreg growth ib6.`v'dsi_cat $weather i.year#i.continent if flare==0, fe vce(cluster conpfaf4)
{txt}  5{com}. estimates store `v'dsi_temp
{txt}  6{com}. 
. xtreg growth esm`v'dsi  c.dev_tmp##c.dev_tmp##c.dev_tmp i.year#i.continent if flare==0, fe vce(cluster conpfaf4)
{txt}  7{com}. *test c.ldev_tmp##c.l.dev_tmp##c.l.dev_tmp
. estimates store `v'dsi_binary
{txt}  8{com}. {c )-}
{res}{txt}{p 0 6 2}note: {bf:2009.year#6.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2007.year#5.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2007.year#4.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2010.year#2.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2007.year#3.continent} omitted because of collinearity with the absorbed variable.{p_end}
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   406,775
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    37,853

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.0202{col 63}{txt}min{col 67}={col 69}{res}         6
{txt}     Between = {res}0.0014{col 63}{txt}avg{col 67}={col 69}{res}      10.7
{txt}     Overall = {res}0.0052{col 63}{txt}max{col 67}={col 69}{res}        11

{txt}{col 49}F({res}70{txt}, {res}6138{txt}){col 67}={col 70}{res}    62.62
{txt}corr(u_i, Xb) = {res}-0.4012{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 86:(Std. err. adjusted for {res:6,139} clusters in {res:conpfaf4})}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}              growth{col 22}{c |} Coefficient{col 34}  std. err.{col 46}      t{col 54}   P>|t|{col 62}     [95% con{col 75}f. interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}rdsi_cat {c |}
{space 4}Extreme drought  {c |}{col 22}{res}{space 2} .0105926{col 34}{space 2} .0359793{col 45}{space 1}    0.29{col 54}{space 3}0.768{col 62}{space 4}-.0599393{col 75}{space 3} .0811246
{txt}{space 5}Severe drought  {c |}{col 22}{res}{space 2}-.0223568{col 34}{space 2} .0155192{col 45}{space 1}   -1.44{col 54}{space 3}0.150{col 62}{space 4}-.0527799{col 75}{space 3} .0080664
{txt}{space 3}Moderate drought  {c |}{col 22}{res}{space 2}-.0215945{col 34}{space 2} .0135478{col 45}{space 1}   -1.59{col 54}{space 3}0.111{col 62}{space 4} -.048153{col 75}{space 3}  .004964
{txt}{space 7}Mild drought  {c |}{col 22}{res}{space 2} .0015841{col 34}{space 2} .0153067{col 45}{space 1}    0.10{col 54}{space 3}0.918{col 62}{space 4}-.0284224{col 75}{space 3} .0315907
{txt}{space 2}Incipient drought  {c |}{col 22}{res}{space 2} -.009485{col 34}{space 2} .0125729{col 45}{space 1}   -0.75{col 54}{space 3}0.451{col 62}{space 4}-.0341322{col 75}{space 3} .0151622
{txt}Incipient wet spell  {c |}{col 22}{res}{space 2}-.0273754{col 34}{space 2} .0110573{col 45}{space 1}   -2.48{col 54}{space 3}0.013{col 62}{space 4}-.0490516{col 75}{space 3}-.0056992
{txt}{space 7}Slightly wet  {c |}{col 22}{res}{space 2}-.0176659{col 34}{space 2} .0165598{col 45}{space 1}   -1.07{col 54}{space 3}0.286{col 62}{space 4}-.0501289{col 75}{space 3}  .014797
{txt}{space 5}Moderately wet  {c |}{col 22}{res}{space 2}-.0074691{col 34}{space 2} .0133258{col 45}{space 1}   -0.56{col 54}{space 3}0.575{col 62}{space 4}-.0335923{col 75}{space 3}  .018654
{txt}{space 11}Very wet  {c |}{col 22}{res}{space 2} .0179071{col 34}{space 2} .0235525{col 45}{space 1}    0.76{col 54}{space 3}0.447{col 62}{space 4}-.0282641{col 75}{space 3} .0640783
{txt}{space 6}Extremely wet  {c |}{col 22}{res}{space 2} .0073264{col 34}{space 2} .0212657{col 45}{space 1}    0.34{col 54}{space 3}0.730{col 62}{space 4}-.0343617{col 75}{space 3} .0490146
{txt}{space 20} {c |}
{space 6}year#continent {c |}
{space 12}2001#AS  {c |}{col 22}{res}{space 2}-1.197584{col 34}{space 2} .1063906{col 45}{space 1}  -11.26{col 54}{space 3}0.000{col 62}{space 4}-1.406146{col 75}{space 3}-.9890209
{txt}{space 12}2001#AU  {c |}{col 22}{res}{space 2}-.2337315{col 34}{space 2} .0640987{col 45}{space 1}   -3.65{col 54}{space 3}0.000{col 62}{space 4}-.3593875{col 75}{space 3}-.1080756
{txt}{space 12}2001#EU  {c |}{col 22}{res}{space 2}-.5995735{col 34}{space 2} .1410794{col 45}{space 1}   -4.25{col 54}{space 3}0.000{col 62}{space 4}-.8761386{col 75}{space 3}-.3230083
{txt}{space 12}2001#NA  {c |}{col 22}{res}{space 2}-.4572096{col 34}{space 2} .0268201{col 45}{space 1}  -17.05{col 54}{space 3}0.000{col 62}{space 4}-.5097864{col 75}{space 3}-.4046328
{txt}{space 12}2001#SA  {c |}{col 22}{res}{space 2}-.0357193{col 34}{space 2} .0131148{col 45}{space 1}   -2.72{col 54}{space 3}0.006{col 62}{space 4} -.061429{col 75}{space 3}-.0100096
{txt}{space 12}2002#AF  {c |}{col 22}{res}{space 2} .0726398{col 34}{space 2} .0151108{col 45}{space 1}    4.81{col 54}{space 3}0.000{col 62}{space 4} .0430174{col 75}{space 3} .1022622
{txt}{space 12}2002#AS  {c |}{col 22}{res}{space 2}-1.044069{col 34}{space 2} .1130152{col 45}{space 1}   -9.24{col 54}{space 3}0.000{col 62}{space 4}-1.265619{col 75}{space 3}-.8225197
{txt}{space 12}2002#AU  {c |}{col 22}{res}{space 2}-.0430368{col 34}{space 2} .1121286{col 45}{space 1}   -0.38{col 54}{space 3}0.701{col 62}{space 4}-.2628482{col 75}{space 3} .1767745
{txt}{space 12}2002#EU  {c |}{col 22}{res}{space 2}-.5333473{col 34}{space 2} .1393602{col 45}{space 1}   -3.83{col 54}{space 3}0.000{col 62}{space 4}-.8065421{col 75}{space 3}-.2601524
{txt}{space 12}2002#NA  {c |}{col 22}{res}{space 2}-.3974329{col 34}{space 2} .0279183{col 45}{space 1}  -14.24{col 54}{space 3}0.000{col 62}{space 4}-.4521625{col 75}{space 3}-.3427033
{txt}{space 12}2002#SA  {c |}{col 22}{res}{space 2} .0850265{col 34}{space 2} .0169686{col 45}{space 1}    5.01{col 54}{space 3}0.000{col 62}{space 4} .0517621{col 75}{space 3} .1182908
{txt}{space 12}2003#AF  {c |}{col 22}{res}{space 2} -.204203{col 34}{space 2} .0164484{col 45}{space 1}  -12.41{col 54}{space 3}0.000{col 62}{space 4}-.2364476{col 75}{space 3}-.1719584
{txt}{space 12}2003#AS  {c |}{col 22}{res}{space 2}-1.390489{col 34}{space 2} .1137869{col 45}{space 1}  -12.22{col 54}{space 3}0.000{col 62}{space 4}-1.613551{col 75}{space 3}-1.167427
{txt}{space 12}2003#AU  {c |}{col 22}{res}{space 2}-.5317052{col 34}{space 2} .0757345{col 45}{space 1}   -7.02{col 54}{space 3}0.000{col 62}{space 4}-.6801713{col 75}{space 3}-.3832391
{txt}{space 12}2003#EU  {c |}{col 22}{res}{space 2}-.8847805{col 34}{space 2} .1346219{col 45}{space 1}   -6.57{col 54}{space 3}0.000{col 62}{space 4}-1.148687{col 75}{space 3}-.6208745
{txt}{space 12}2003#NA  {c |}{col 22}{res}{space 2}-.6921238{col 34}{space 2} .0274369{col 45}{space 1}  -25.23{col 54}{space 3}0.000{col 62}{space 4}-.7459098{col 75}{space 3}-.6383378
{txt}{space 12}2003#SA  {c |}{col 22}{res}{space 2}-.1687478{col 34}{space 2} .0249991{col 45}{space 1}   -6.75{col 54}{space 3}0.000{col 62}{space 4}-.2177548{col 75}{space 3}-.1197407
{txt}{space 12}2004#AF  {c |}{col 22}{res}{space 2} .0356708{col 34}{space 2}  .014696{col 45}{space 1}    2.43{col 54}{space 3}0.015{col 62}{space 4} .0068614{col 75}{space 3} .0644801
{txt}{space 12}2004#AS  {c |}{col 22}{res}{space 2}-.9860076{col 34}{space 2} .0998854{col 45}{space 1}   -9.87{col 54}{space 3}0.000{col 62}{space 4}-1.181818{col 75}{space 3}-.7901972
{txt}{space 12}2004#AU  {c |}{col 22}{res}{space 2} -.256156{col 34}{space 2} .1094412{col 45}{space 1}   -2.34{col 54}{space 3}0.019{col 62}{space 4}-.4706991{col 75}{space 3}-.0416129
{txt}{space 12}2004#EU  {c |}{col 22}{res}{space 2}-.4442562{col 34}{space 2} .1218162{col 45}{space 1}   -3.65{col 54}{space 3}0.000{col 62}{space 4}-.6830586{col 75}{space 3}-.2054538
{txt}{space 12}2004#NA  {c |}{col 22}{res}{space 2}-.3648461{col 34}{space 2} .0295142{col 45}{space 1}  -12.36{col 54}{space 3}0.000{col 62}{space 4}-.4227042{col 75}{space 3}-.3069879
{txt}{space 12}2004#SA  {c |}{col 22}{res}{space 2} .0518984{col 34}{space 2} .0143293{col 45}{space 1}    3.62{col 54}{space 3}0.000{col 62}{space 4}  .023808{col 75}{space 3} .0799889
{txt}{space 12}2005#AF  {c |}{col 22}{res}{space 2} .0645655{col 34}{space 2}  .021506{col 45}{space 1}    3.00{col 54}{space 3}0.003{col 62}{space 4} .0224062{col 75}{space 3} .1067249
{txt}{space 12}2005#AS  {c |}{col 22}{res}{space 2}-.9315621{col 34}{space 2} .1212396{col 45}{space 1}   -7.68{col 54}{space 3}0.000{col 62}{space 4}-1.169234{col 75}{space 3}-.6938901
{txt}{space 12}2005#AU  {c |}{col 22}{res}{space 2}-.2925104{col 34}{space 2} .0866249{col 45}{space 1}   -3.38{col 54}{space 3}0.001{col 62}{space 4}-.4623255{col 75}{space 3}-.1226952
{txt}{space 12}2005#EU  {c |}{col 22}{res}{space 2}-.3782465{col 34}{space 2} .1279796{col 45}{space 1}   -2.96{col 54}{space 3}0.003{col 62}{space 4}-.6291313{col 75}{space 3}-.1273616
{txt}{space 12}2005#NA  {c |}{col 22}{res}{space 2}-.3389159{col 34}{space 2} .0251862{col 45}{space 1}  -13.46{col 54}{space 3}0.000{col 62}{space 4}-.3882898{col 75}{space 3}-.2895421
{txt}{space 12}2005#SA  {c |}{col 22}{res}{space 2} .1247248{col 34}{space 2} .0198869{col 45}{space 1}    6.27{col 54}{space 3}0.000{col 62}{space 4} .0857396{col 75}{space 3}   .16371
{txt}{space 12}2006#AF  {c |}{col 22}{res}{space 2} .1394717{col 34}{space 2} .0197264{col 45}{space 1}    7.07{col 54}{space 3}0.000{col 62}{space 4}  .100801{col 75}{space 3} .1781425
{txt}{space 12}2006#AS  {c |}{col 22}{res}{space 2}-1.122549{col 34}{space 2} .1039739{col 45}{space 1}  -10.80{col 54}{space 3}0.000{col 62}{space 4}-1.326374{col 75}{space 3}-.9187231
{txt}{space 12}2006#AU  {c |}{col 22}{res}{space 2}-.2630311{col 34}{space 2} .1007068{col 45}{space 1}   -2.61{col 54}{space 3}0.009{col 62}{space 4}-.4604518{col 75}{space 3}-.0656104
{txt}{space 12}2006#EU  {c |}{col 22}{res}{space 2}-.6801045{col 34}{space 2} .1541691{col 45}{space 1}   -4.41{col 54}{space 3}0.000{col 62}{space 4}  -.98233{col 75}{space 3}-.3778789
{txt}{space 12}2006#NA  {c |}{col 22}{res}{space 2}-.4842177{col 34}{space 2} .0298127{col 45}{space 1}  -16.24{col 54}{space 3}0.000{col 62}{space 4}-.5426609{col 75}{space 3}-.4257744
{txt}{space 12}2006#SA  {c |}{col 22}{res}{space 2} .2123371{col 34}{space 2} .0223683{col 45}{space 1}    9.49{col 54}{space 3}0.000{col 62}{space 4} .1684875{col 75}{space 3} .2561868
{txt}{space 12}2007#AF  {c |}{col 22}{res}{space 2} .1127764{col 34}{space 2} .0152649{col 45}{space 1}    7.39{col 54}{space 3}0.000{col 62}{space 4} .0828518{col 75}{space 3} .1427009
{txt}{space 12}2007#AS  {c |}{col 22}{res}{space 2}-.7637822{col 34}{space 2} .1002397{col 45}{space 1}   -7.62{col 54}{space 3}0.000{col 62}{space 4}-.9602871{col 75}{space 3}-.5672774
{txt}{space 12}2007#AU  {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 12}2007#EU  {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 12}2007#NA  {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 12}2007#SA  {c |}{col 22}{res}{space 2} .1218897{col 34}{space 2} .0144703{col 45}{space 1}    8.42{col 54}{space 3}0.000{col 62}{space 4} .0935228{col 75}{space 3} .1502566
{txt}{space 12}2008#AF  {c |}{col 22}{res}{space 2}-.0302718{col 34}{space 2} .0165907{col 45}{space 1}   -1.82{col 54}{space 3}0.068{col 62}{space 4}-.0627954{col 75}{space 3} .0022518
{txt}{space 12}2008#AS  {c |}{col 22}{res}{space 2}-1.195559{col 34}{space 2} .1059713{col 45}{space 1}  -11.28{col 54}{space 3}0.000{col 62}{space 4}  -1.4033{col 75}{space 3}-.9878185
{txt}{space 12}2008#AU  {c |}{col 22}{res}{space 2}-.4182696{col 34}{space 2}  .100956{col 45}{space 1}   -4.14{col 54}{space 3}0.000{col 62}{space 4}-.6161788{col 75}{space 3}-.2203604
{txt}{space 12}2008#EU  {c |}{col 22}{res}{space 2}-.6126995{col 34}{space 2} .1418327{col 45}{space 1}   -4.32{col 54}{space 3}0.000{col 62}{space 4}-.8907413{col 75}{space 3}-.3346577
{txt}{space 12}2008#NA  {c |}{col 22}{res}{space 2}-.4155013{col 34}{space 2} .0296598{col 45}{space 1}  -14.01{col 54}{space 3}0.000{col 62}{space 4}-.4736448{col 75}{space 3}-.3573578
{txt}{space 12}2008#SA  {c |}{col 22}{res}{space 2}  .044087{col 34}{space 2} .0132536{col 45}{space 1}    3.33{col 54}{space 3}0.001{col 62}{space 4} .0181053{col 75}{space 3} .0700687
{txt}{space 12}2009#AF  {c |}{col 22}{res}{space 2}-.0562408{col 34}{space 2} .0149465{col 45}{space 1}   -3.76{col 54}{space 3}0.000{col 62}{space 4}-.0855411{col 75}{space 3}-.0269405
{txt}{space 12}2009#AS  {c |}{col 22}{res}{space 2} -1.26037{col 34}{space 2} .1098732{col 45}{space 1}  -11.47{col 54}{space 3}0.000{col 62}{space 4} -1.47576{col 75}{space 3} -1.04498
{txt}{space 12}2009#AU  {c |}{col 22}{res}{space 2}-.0490013{col 34}{space 2} .2512864{col 45}{space 1}   -0.20{col 54}{space 3}0.845{col 62}{space 4}-.5416108{col 75}{space 3} .4436082
{txt}{space 12}2009#EU  {c |}{col 22}{res}{space 2}-.7218891{col 34}{space 2} .1360345{col 45}{space 1}   -5.31{col 54}{space 3}0.000{col 62}{space 4}-.9885645{col 75}{space 3}-.4552137
{txt}{space 12}2009#NA  {c |}{col 22}{res}{space 2}-.5438338{col 34}{space 2} .0287188{col 45}{space 1}  -18.94{col 54}{space 3}0.000{col 62}{space 4}-.6001327{col 75}{space 3} -.487535
{txt}{space 12}2009#SA  {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 12}2010#AF  {c |}{col 22}{res}{space 2} .9613963{col 34}{space 2} .0740729{col 45}{space 1}   12.98{col 54}{space 3}0.000{col 62}{space 4} .8161874{col 75}{space 3} 1.106605
{txt}{space 12}2010#AS  {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 12}2010#AU  {c |}{col 22}{res}{space 2} .8316832{col 34}{space 2} .2262615{col 45}{space 1}    3.68{col 54}{space 3}0.000{col 62}{space 4} .3881314{col 75}{space 3} 1.275235
{txt}{space 12}2010#EU  {c |}{col 22}{res}{space 2}  .735652{col 34}{space 2} .0923263{col 45}{space 1}    7.97{col 54}{space 3}0.000{col 62}{space 4}   .55466{col 75}{space 3}  .916644
{txt}{space 12}2010#NA  {c |}{col 22}{res}{space 2} .1738916{col 34}{space 2} .0377411{col 45}{space 1}    4.61{col 54}{space 3}0.000{col 62}{space 4} .0999059{col 75}{space 3} .2478773
{txt}{space 12}2010#SA  {c |}{col 22}{res}{space 2} .6596492{col 34}{space 2} .0392423{col 45}{space 1}   16.81{col 54}{space 3}0.000{col 62}{space 4} .5827204{col 75}{space 3} .7365779
{txt}{space 12}2011#AF  {c |}{col 22}{res}{space 2}-.1017944{col 34}{space 2}  .022129{col 45}{space 1}   -4.60{col 54}{space 3}0.000{col 62}{space 4}-.1451749{col 75}{space 3}-.0584139
{txt}{space 12}2011#AS  {c |}{col 22}{res}{space 2}-1.264507{col 34}{space 2} .1100605{col 45}{space 1}  -11.49{col 54}{space 3}0.000{col 62}{space 4}-1.480264{col 75}{space 3}-1.048749
{txt}{space 12}2011#AU  {c |}{col 22}{res}{space 2}-.3932752{col 34}{space 2} .1113878{col 45}{space 1}   -3.53{col 54}{space 3}0.000{col 62}{space 4}-.6116343{col 75}{space 3}-.1749161
{txt}{space 12}2011#EU  {c |}{col 22}{res}{space 2}-.8091082{col 34}{space 2} .1453468{col 45}{space 1}   -5.57{col 54}{space 3}0.000{col 62}{space 4}-1.094039{col 75}{space 3}-.5241776
{txt}{space 12}2011#NA  {c |}{col 22}{res}{space 2}-.5437622{col 34}{space 2} .0264359{col 45}{space 1}  -20.57{col 54}{space 3}0.000{col 62}{space 4}-.5955858{col 75}{space 3}-.4919386
{txt}{space 12}2011#SA  {c |}{col 22}{res}{space 2}-.0735645{col 34}{space 2} .0173848{col 45}{space 1}   -4.23{col 54}{space 3}0.000{col 62}{space 4}-.1076448{col 75}{space 3}-.0394842
{txt}{space 20} {c |}
{space 15}_cons {c |}{col 22}{res}{space 2} .5962187{col 34}{space 2} .0408322{col 45}{space 1}   14.60{col 54}{space 3}0.000{col 62}{space 4} .5161734{col 75}{space 3} .6762641
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res} .93992639
             {txt}sigma_e {c |} {res} 2.4075787
                 {txt}rho {c |} {res} .13225677{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
({res}est1{txt} stored)
{res}{txt}{p 0 6 2}note: {bf:2007.year#2.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2007.year#4.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2008.year#5.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2009.year#6.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2010.year#3.continent} omitted because of collinearity with the absorbed variable.{p_end}
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   401,072
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    37,319

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.0204{col 63}{txt}min{col 67}={col 69}{res}         6
{txt}     Between = {res}0.0020{col 63}{txt}avg{col 67}={col 69}{res}      10.7
{txt}     Overall = {res}0.0091{col 63}{txt}max{col 67}={col 69}{res}        11

{txt}{col 49}F({res}73{txt}, {res}6127{txt}){col 67}={col 70}{res}    62.62
{txt}corr(u_i, Xb) = {res}-0.2294{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 95:(Std. err. adjusted for {res:6,128} clusters in {res:conpfaf4})}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                       growth{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      t{col 63}   P>|t|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 21}rdsi_cat {c |}
{space 13}Extreme drought  {c |}{col 31}{res}{space 2} .0081661{col 43}{space 2} .0358371{col 54}{space 1}    0.23{col 63}{space 3}0.820{col 71}{space 4}-.0620872{col 84}{space 3} .0784194
{txt}{space 14}Severe drought  {c |}{col 31}{res}{space 2}-.0264015{col 43}{space 2} .0162816{col 54}{space 1}   -1.62{col 63}{space 3}0.105{col 71}{space 4}-.0583192{col 84}{space 3} .0055163
{txt}{space 12}Moderate drought  {c |}{col 31}{res}{space 2} -.024681{col 43}{space 2} .0144543{col 54}{space 1}   -1.71{col 63}{space 3}0.088{col 71}{space 4}-.0530165{col 84}{space 3} .0036544
{txt}{space 16}Mild drought  {c |}{col 31}{res}{space 2}-.0003801{col 43}{space 2} .0160427{col 54}{space 1}   -0.02{col 63}{space 3}0.981{col 71}{space 4}-.0318293{col 84}{space 3} .0310692
{txt}{space 11}Incipient drought  {c |}{col 31}{res}{space 2}-.0096291{col 43}{space 2} .0129422{col 54}{space 1}   -0.74{col 63}{space 3}0.457{col 71}{space 4}-.0350004{col 84}{space 3} .0157421
{txt}{space 9}Incipient wet spell  {c |}{col 31}{res}{space 2}-.0264497{col 43}{space 2} .0109275{col 54}{space 1}   -2.42{col 63}{space 3}0.016{col 71}{space 4}-.0478715{col 84}{space 3} -.005028
{txt}{space 16}Slightly wet  {c |}{col 31}{res}{space 2}-.0162305{col 43}{space 2} .0163101{col 54}{space 1}   -1.00{col 63}{space 3}0.320{col 71}{space 4} -.048204{col 84}{space 3}  .015743
{txt}{space 14}Moderately wet  {c |}{col 31}{res}{space 2}-.0038092{col 43}{space 2}  .013046{col 54}{space 1}   -0.29{col 63}{space 3}0.770{col 71}{space 4} -.029384{col 84}{space 3} .0217655
{txt}{space 20}Very wet  {c |}{col 31}{res}{space 2}  .022449{col 43}{space 2} .0231199{col 54}{space 1}    0.97{col 63}{space 3}0.332{col 71}{space 4}-.0228741{col 84}{space 3} .0677721
{txt}{space 15}Extremely wet  {c |}{col 31}{res}{space 2} .0156007{col 43}{space 2} .0210719{col 54}{space 1}    0.74{col 63}{space 3}0.459{col 71}{space 4}-.0257077{col 84}{space 3} .0569091
{txt}{space 29} {c |}
{space 22}dev_tmp {c |}{col 31}{res}{space 2}  .063547{col 43}{space 2} .0208667{col 54}{space 1}    3.05{col 63}{space 3}0.002{col 71}{space 4}  .022641{col 84}{space 3}  .104453
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2} .0008419{col 43}{space 2} .0203875{col 54}{space 1}    0.04{col 63}{space 3}0.967{col 71}{space 4}-.0391247{col 84}{space 3} .0408085
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0424481{col 43}{space 2} .0192096{col 54}{space 1}   -2.21{col 63}{space 3}0.027{col 71}{space 4}-.0801057{col 84}{space 3}-.0047905
{txt}{space 29} {c |}
{space 15}year#continent {c |}
{space 21}2001#AS  {c |}{col 31}{res}{space 2}-.4266808{col 43}{space 2} .0283282{col 54}{space 1}  -15.06{col 63}{space 3}0.000{col 71}{space 4} -.482214{col 84}{space 3}-.3711477
{txt}{space 21}2001#AU  {c |}{col 31}{res}{space 2}-1.143611{col 43}{space 2} .2615793{col 54}{space 1}   -4.37{col 63}{space 3}0.000{col 71}{space 4}-1.656399{col 84}{space 3}-.6308241
{txt}{space 21}2001#EU  {c |}{col 31}{res}{space 2}-.5747845{col 43}{space 2} .1403017{col 54}{space 1}   -4.10{col 63}{space 3}0.000{col 71}{space 4} -.849825{col 84}{space 3}-.2997439
{txt}{space 21}2001#NA  {c |}{col 31}{res}{space 2} -.057587{col 43}{space 2} .0203439{col 54}{space 1}   -2.83{col 63}{space 3}0.005{col 71}{space 4}-.0974682{col 84}{space 3}-.0177058
{txt}{space 21}2001#SA  {c |}{col 31}{res}{space 2}-.0273161{col 43}{space 2} .0144695{col 54}{space 1}   -1.89{col 63}{space 3}0.059{col 71}{space 4}-.0556815{col 84}{space 3} .0010492
{txt}{space 21}2002#AF  {c |}{col 31}{res}{space 2} .0659117{col 43}{space 2} .0153204{col 54}{space 1}    4.30{col 63}{space 3}0.000{col 71}{space 4} .0358783{col 84}{space 3} .0959451
{txt}{space 21}2002#AS  {c |}{col 31}{res}{space 2}-.2899449{col 43}{space 2} .0351971{col 54}{space 1}   -8.24{col 63}{space 3}0.000{col 71}{space 4}-.3589435{col 84}{space 3}-.2209462
{txt}{space 21}2002#AU  {c |}{col 31}{res}{space 2}-.9235668{col 43}{space 2} .2948657{col 54}{space 1}   -3.13{col 63}{space 3}0.002{col 71}{space 4}-1.501607{col 84}{space 3}-.3455263
{txt}{space 21}2002#EU  {c |}{col 31}{res}{space 2}-.5162037{col 43}{space 2}  .138982{col 54}{space 1}   -3.71{col 63}{space 3}0.000{col 71}{space 4}-.7886571{col 84}{space 3}-.2437502
{txt}{space 21}2002#NA  {c |}{col 31}{res}{space 2} .0151891{col 43}{space 2}  .021776{col 54}{space 1}    0.70{col 63}{space 3}0.486{col 71}{space 4}-.0274996{col 84}{space 3} .0578778
{txt}{space 21}2002#SA  {c |}{col 31}{res}{space 2} .0876824{col 43}{space 2} .0173884{col 54}{space 1}    5.04{col 63}{space 3}0.000{col 71}{space 4}  .053595{col 84}{space 3} .1217698
{txt}{space 21}2003#AF  {c |}{col 31}{res}{space 2}-.2170046{col 43}{space 2} .0170008{col 54}{space 1}  -12.76{col 63}{space 3}0.000{col 71}{space 4}-.2503321{col 84}{space 3}-.1836772
{txt}{space 21}2003#AS  {c |}{col 31}{res}{space 2}-.6258418{col 43}{space 2} .0396042{col 54}{space 1}  -15.80{col 63}{space 3}0.000{col 71}{space 4}-.7034799{col 84}{space 3}-.5482036
{txt}{space 21}2003#AU  {c |}{col 31}{res}{space 2}-1.464299{col 43}{space 2} .2976302{col 54}{space 1}   -4.92{col 63}{space 3}0.000{col 71}{space 4}-2.047759{col 84}{space 3}-.8808395
{txt}{space 21}2003#EU  {c |}{col 31}{res}{space 2}-.8627777{col 43}{space 2} .1358048{col 54}{space 1}   -6.35{col 63}{space 3}0.000{col 71}{space 4}-1.129003{col 84}{space 3}-.5965525
{txt}{space 21}2003#NA  {c |}{col 31}{res}{space 2}-.2887625{col 43}{space 2} .0155359{col 54}{space 1}  -18.59{col 63}{space 3}0.000{col 71}{space 4}-.3192183{col 84}{space 3}-.2583068
{txt}{space 21}2003#SA  {c |}{col 31}{res}{space 2}-.1647211{col 43}{space 2}  .025408{col 54}{space 1}   -6.48{col 63}{space 3}0.000{col 71}{space 4}-.2145297{col 84}{space 3}-.1149126
{txt}{space 21}2004#AF  {c |}{col 31}{res}{space 2} .0255864{col 43}{space 2} .0152153{col 54}{space 1}    1.68{col 63}{space 3}0.093{col 71}{space 4} -.004241{col 84}{space 3} .0554137
{txt}{space 21}2004#AS  {c |}{col 31}{res}{space 2}-.2287769{col 43}{space 2} .0287107{col 54}{space 1}   -7.97{col 63}{space 3}0.000{col 71}{space 4}-.2850599{col 84}{space 3}-.1724939
{txt}{space 21}2004#AU  {c |}{col 31}{res}{space 2}-1.143924{col 43}{space 2}  .315793{col 54}{space 1}   -3.62{col 63}{space 3}0.000{col 71}{space 4}-1.762989{col 84}{space 3} -.524859
{txt}{space 21}2004#EU  {c |}{col 31}{res}{space 2}-.4230321{col 43}{space 2} .1214487{col 54}{space 1}   -3.48{col 63}{space 3}0.000{col 71}{space 4}-.6611143{col 84}{space 3}  -.18495
{txt}{space 21}2004#NA  {c |}{col 31}{res}{space 2} .0433561{col 43}{space 2} .0209924{col 54}{space 1}    2.07{col 63}{space 3}0.039{col 71}{space 4} .0022037{col 84}{space 3} .0845085
{txt}{space 21}2004#SA  {c |}{col 31}{res}{space 2} .0584122{col 43}{space 2} .0147761{col 54}{space 1}    3.95{col 63}{space 3}0.000{col 71}{space 4} .0294459{col 84}{space 3} .0873786
{txt}{space 21}2005#AF  {c |}{col 31}{res}{space 2} .0496064{col 43}{space 2} .0226568{col 54}{space 1}    2.19{col 63}{space 3}0.029{col 71}{space 4} .0051912{col 84}{space 3} .0940216
{txt}{space 21}2005#AS  {c |}{col 31}{res}{space 2}-.1637542{col 43}{space 2} .0874819{col 54}{space 1}   -1.87{col 63}{space 3}0.061{col 71}{space 4}-.3352494{col 84}{space 3}  .007741
{txt}{space 21}2005#AU  {c |}{col 31}{res}{space 2}-1.200114{col 43}{space 2} .2942622{col 54}{space 1}   -4.08{col 63}{space 3}0.000{col 71}{space 4}-1.776971{col 84}{space 3}-.6232569
{txt}{space 21}2005#EU  {c |}{col 31}{res}{space 2}-.3602269{col 43}{space 2} .1286844{col 54}{space 1}   -2.80{col 63}{space 3}0.005{col 71}{space 4}-.6124936{col 84}{space 3}-.1079602
{txt}{space 21}2005#NA  {c |}{col 31}{res}{space 2} .0526147{col 43}{space 2} .0203812{col 54}{space 1}    2.58{col 63}{space 3}0.010{col 71}{space 4} .0126604{col 84}{space 3} .0925689
{txt}{space 21}2005#SA  {c |}{col 31}{res}{space 2} .1306693{col 43}{space 2} .0196871{col 54}{space 1}    6.64{col 63}{space 3}0.000{col 71}{space 4} .0920757{col 84}{space 3} .1692628
{txt}{space 21}2006#AF  {c |}{col 31}{res}{space 2} .1337045{col 43}{space 2} .0196987{col 54}{space 1}    6.79{col 63}{space 3}0.000{col 71}{space 4} .0950882{col 84}{space 3} .1723208
{txt}{space 21}2006#AS  {c |}{col 31}{res}{space 2}-.3667424{col 43}{space 2} .0337939{col 54}{space 1}  -10.85{col 63}{space 3}0.000{col 71}{space 4}-.4329903{col 84}{space 3}-.3004945
{txt}{space 21}2006#AU  {c |}{col 31}{res}{space 2}-1.151257{col 43}{space 2} .3059517{col 54}{space 1}   -3.76{col 63}{space 3}0.000{col 71}{space 4} -1.75103{col 84}{space 3}-.5514844
{txt}{space 21}2006#EU  {c |}{col 31}{res}{space 2}-.6632822{col 43}{space 2} .1553433{col 54}{space 1}   -4.27{col 63}{space 3}0.000{col 71}{space 4}-.9678097{col 84}{space 3}-.3587547
{txt}{space 21}2006#NA  {c |}{col 31}{res}{space 2} -.078783{col 43}{space 2} .0277749{col 54}{space 1}   -2.84{col 63}{space 3}0.005{col 71}{space 4}-.1332316{col 84}{space 3}-.0243344
{txt}{space 21}2006#SA  {c |}{col 31}{res}{space 2} .2152527{col 43}{space 2} .0222254{col 54}{space 1}    9.68{col 63}{space 3}0.000{col 71}{space 4} .1716831{col 84}{space 3} .2588222
{txt}{space 21}2007#AF  {c |}{col 31}{res}{space 2}  .106369{col 43}{space 2} .0152265{col 54}{space 1}    6.99{col 63}{space 3}0.000{col 71}{space 4} .0765197{col 84}{space 3} .1362183
{txt}{space 21}2007#AS  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2007#AU  {c |}{col 31}{res}{space 2} -.919625{col 43}{space 2} .2441218{col 54}{space 1}   -3.77{col 63}{space 3}0.000{col 71}{space 4}-1.398189{col 84}{space 3}-.4410606
{txt}{space 21}2007#EU  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2007#NA  {c |}{col 31}{res}{space 2} .4012642{col 43}{space 2} .0307707{col 54}{space 1}   13.04{col 63}{space 3}0.000{col 71}{space 4} .3409428{col 84}{space 3} .4615855
{txt}{space 21}2007#SA  {c |}{col 31}{res}{space 2} .1346837{col 43}{space 2} .0155663{col 54}{space 1}    8.65{col 63}{space 3}0.000{col 71}{space 4} .1041683{col 84}{space 3}  .165199
{txt}{space 21}2008#AF  {c |}{col 31}{res}{space 2}-.0306001{col 43}{space 2}  .016788{col 54}{space 1}   -1.82{col 63}{space 3}0.068{col 71}{space 4}-.0635105{col 84}{space 3} .0023104
{txt}{space 21}2008#AS  {c |}{col 31}{res}{space 2}-.4355513{col 43}{space 2} .0250632{col 54}{space 1}  -17.38{col 63}{space 3}0.000{col 71}{space 4} -.484684{col 84}{space 3}-.3864186
{txt}{space 21}2008#AU  {c |}{col 31}{res}{space 2}-1.320555{col 43}{space 2} .3166468{col 54}{space 1}   -4.17{col 63}{space 3}0.000{col 71}{space 4}-1.941294{col 84}{space 3}-.6998159
{txt}{space 21}2008#EU  {c |}{col 31}{res}{space 2}-.6104924{col 43}{space 2} .1411981{col 54}{space 1}   -4.32{col 63}{space 3}0.000{col 71}{space 4}-.8872903{col 84}{space 3}-.3336945
{txt}{space 21}2008#NA  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2008#SA  {c |}{col 31}{res}{space 2} .0567299{col 43}{space 2} .0141901{col 54}{space 1}    4.00{col 63}{space 3}0.000{col 71}{space 4} .0289122{col 84}{space 3} .0845476
{txt}{space 21}2009#AF  {c |}{col 31}{res}{space 2}-.0721428{col 43}{space 2} .0164825{col 54}{space 1}   -4.38{col 63}{space 3}0.000{col 71}{space 4}-.1044543{col 84}{space 3}-.0398312
{txt}{space 21}2009#AS  {c |}{col 31}{res}{space 2}-.5055975{col 43}{space 2}  .036324{col 54}{space 1}  -13.92{col 63}{space 3}0.000{col 71}{space 4}-.5768052{col 84}{space 3}-.4343897
{txt}{space 21}2009#AU  {c |}{col 31}{res}{space 2}-.9114067{col 43}{space 2} .4551971{col 54}{space 1}   -2.00{col 63}{space 3}0.045{col 71}{space 4}-1.803753{col 84}{space 3}-.0190605
{txt}{space 21}2009#EU  {c |}{col 31}{res}{space 2}-.7055504{col 43}{space 2}  .135043{col 54}{space 1}   -5.22{col 63}{space 3}0.000{col 71}{space 4}-.9702822{col 84}{space 3}-.4408187
{txt}{space 21}2009#NA  {c |}{col 31}{res}{space 2}-.1272671{col 43}{space 2} .0181798{col 54}{space 1}   -7.00{col 63}{space 3}0.000{col 71}{space 4}-.1629059{col 84}{space 3}-.0916283
{txt}{space 21}2009#SA  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2010#AF  {c |}{col 31}{res}{space 2}  .939797{col 43}{space 2} .0742139{col 54}{space 1}   12.66{col 63}{space 3}0.000{col 71}{space 4} .7943116{col 84}{space 3} 1.085282
{txt}{space 21}2010#AS  {c |}{col 31}{res}{space 2}  .739293{col 43}{space 2} .0978851{col 54}{space 1}    7.55{col 63}{space 3}0.000{col 71}{space 4} .5474038{col 84}{space 3} .9311822
{txt}{space 21}2010#AU  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2010#EU  {c |}{col 31}{res}{space 2} .7433462{col 43}{space 2} .1069975{col 54}{space 1}    6.95{col 63}{space 3}0.000{col 71}{space 4} .5335936{col 84}{space 3} .9530989
{txt}{space 21}2010#NA  {c |}{col 31}{res}{space 2}  .606223{col 43}{space 2} .0402267{col 54}{space 1}   15.07{col 63}{space 3}0.000{col 71}{space 4} .5273645{col 84}{space 3} .6850815
{txt}{space 21}2010#SA  {c |}{col 31}{res}{space 2} .6654976{col 43}{space 2} .0404809{col 54}{space 1}   16.44{col 63}{space 3}0.000{col 71}{space 4} .5861408{col 84}{space 3} .7448545
{txt}{space 21}2011#AF  {c |}{col 31}{res}{space 2}-.1058743{col 43}{space 2} .0224698{col 54}{space 1}   -4.71{col 63}{space 3}0.000{col 71}{space 4}-.1499229{col 84}{space 3}-.0618257
{txt}{space 21}2011#AS  {c |}{col 31}{res}{space 2}-.4892033{col 43}{space 2} .0332385{col 54}{space 1}  -14.72{col 63}{space 3}0.000{col 71}{space 4}-.5543624{col 84}{space 3}-.4240443
{txt}{space 21}2011#AU  {c |}{col 31}{res}{space 2}-1.293222{col 43}{space 2} .3219657{col 54}{space 1}   -4.02{col 63}{space 3}0.000{col 71}{space 4}-1.924388{col 84}{space 3}-.6620562
{txt}{space 21}2011#EU  {c |}{col 31}{res}{space 2}-.7978643{col 43}{space 2}  .145467{col 54}{space 1}   -5.48{col 63}{space 3}0.000{col 71}{space 4}-1.083031{col 84}{space 3}-.5126979
{txt}{space 21}2011#NA  {c |}{col 31}{res}{space 2}-.1482664{col 43}{space 2} .0163709{col 54}{space 1}   -9.06{col 63}{space 3}0.000{col 71}{space 4}-.1803592{col 84}{space 3}-.1161736
{txt}{space 21}2011#SA  {c |}{col 31}{res}{space 2}-.0645889{col 43}{space 2} .0172843{col 54}{space 1}   -3.74{col 63}{space 3}0.000{col 71}{space 4}-.0984722{col 84}{space 3}-.0307057
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .3210592{col 43}{space 2} .0272734{col 54}{space 1}   11.77{col 63}{space 3}0.000{col 71}{space 4} .2675937{col 84}{space 3} .3745247
{txt}{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                      sigma_u {c |} {res} .87982156
                      {txt}sigma_e {c |} {res} 2.4219677
                          {txt}rho {c |} {res} .11657898{txt}   (fraction of variance due to u_i)
{hline 30}{c BT}{hline 64}
{res}{txt}{p 0 6 2}note: {bf:2007.year#2.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2008.year#5.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2003.year#6.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2004.year#4.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2010.year#3.continent} omitted because of collinearity with the absorbed variable.{p_end}
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   401,072
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    37,319

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.0204{col 63}{txt}min{col 67}={col 69}{res}         6
{txt}     Between = {res}0.0015{col 63}{txt}avg{col 67}={col 69}{res}      10.7
{txt}     Overall = {res}0.0094{col 63}{txt}max{col 67}={col 69}{res}        11

{txt}{col 49}F({res}64{txt}, {res}6127{txt}){col 67}={col 70}{res}    69.31
{txt}corr(u_i, Xb) = {res}-0.2232{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 95:(Std. err. adjusted for {res:6,128} clusters in {res:conpfaf4})}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                       growth{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      t{col 63}   P>|t|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 22}esmrdsi {c |}{col 31}{res}{space 2}-.0109965{col 43}{space 2} .0127884{col 54}{space 1}   -0.86{col 63}{space 3}0.390{col 71}{space 4}-.0360663{col 84}{space 3} .0140733
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2}  .063596{col 43}{space 2} .0210438{col 54}{space 1}    3.02{col 63}{space 3}0.003{col 71}{space 4} .0223427{col 84}{space 3} .1048493
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2} .0007655{col 43}{space 2} .0204639{col 54}{space 1}    0.04{col 63}{space 3}0.970{col 71}{space 4}-.0393509{col 84}{space 3} .0408819
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}  -.04225{col 43}{space 2} .0192733{col 54}{space 1}   -2.19{col 63}{space 3}0.028{col 71}{space 4}-.0800324{col 84}{space 3}-.0044677
{txt}{space 29} {c |}
{space 15}year#continent {c |}
{space 21}2001#AS  {c |}{col 31}{res}{space 2}-.4254656{col 43}{space 2} .0283259{col 54}{space 1}  -15.02{col 63}{space 3}0.000{col 71}{space 4}-.4809943{col 84}{space 3}-.3699368
{txt}{space 21}2001#AU  {c |}{col 31}{res}{space 2}-1.147792{col 43}{space 2}  .261025{col 54}{space 1}   -4.40{col 63}{space 3}0.000{col 71}{space 4}-1.659492{col 84}{space 3}-.6360911
{txt}{space 21}2001#EU  {c |}{col 31}{res}{space 2}-.1518357{col 43}{space 2} .0275153{col 54}{space 1}   -5.52{col 63}{space 3}0.000{col 71}{space 4}-.2057754{col 84}{space 3} -.097896
{txt}{space 21}2001#NA  {c |}{col 31}{res}{space 2}-.0567596{col 43}{space 2} .0201303{col 54}{space 1}   -2.82{col 63}{space 3}0.005{col 71}{space 4}-.0962221{col 84}{space 3}-.0172971
{txt}{space 21}2001#SA  {c |}{col 31}{res}{space 2} .1407171{col 43}{space 2} .0181036{col 54}{space 1}    7.77{col 63}{space 3}0.000{col 71}{space 4} .1052276{col 84}{space 3} .1762066
{txt}{space 21}2002#AF  {c |}{col 31}{res}{space 2} .0654392{col 43}{space 2} .0152331{col 54}{space 1}    4.30{col 63}{space 3}0.000{col 71}{space 4} .0355769{col 84}{space 3} .0953015
{txt}{space 21}2002#AS  {c |}{col 31}{res}{space 2} -.289366{col 43}{space 2} .0352209{col 54}{space 1}   -8.22{col 63}{space 3}0.000{col 71}{space 4}-.3584114{col 84}{space 3}-.2203207
{txt}{space 21}2002#AU  {c |}{col 31}{res}{space 2}-.9258643{col 43}{space 2} .2940001{col 54}{space 1}   -3.15{col 63}{space 3}0.002{col 71}{space 4}-1.502208{col 84}{space 3}-.3495207
{txt}{space 21}2002#EU  {c |}{col 31}{res}{space 2}-.0938607{col 43}{space 2}  .044079{col 54}{space 1}   -2.13{col 63}{space 3}0.033{col 71}{space 4} -.180271{col 84}{space 3}-.0074505
{txt}{space 21}2002#NA  {c |}{col 31}{res}{space 2} .0168891{col 43}{space 2} .0215382{col 54}{space 1}    0.78{col 63}{space 3}0.433{col 71}{space 4}-.0253333{col 84}{space 3} .0591114
{txt}{space 21}2002#SA  {c |}{col 31}{res}{space 2} .2542038{col 43}{space 2} .0304957{col 54}{space 1}    8.34{col 63}{space 3}0.000{col 71}{space 4} .1944215{col 84}{space 3} .3139861
{txt}{space 21}2003#AF  {c |}{col 31}{res}{space 2}-.2191161{col 43}{space 2} .0168608{col 54}{space 1}  -13.00{col 63}{space 3}0.000{col 71}{space 4}-.2521693{col 84}{space 3}-.1860629
{txt}{space 21}2003#AS  {c |}{col 31}{res}{space 2}-.6219231{col 43}{space 2} .0400404{col 54}{space 1}  -15.53{col 63}{space 3}0.000{col 71}{space 4}-.7004163{col 84}{space 3}  -.54343
{txt}{space 21}2003#AU  {c |}{col 31}{res}{space 2}-1.467739{col 43}{space 2} .2968043{col 54}{space 1}   -4.95{col 63}{space 3}0.000{col 71}{space 4}-2.049579{col 84}{space 3} -.885898
{txt}{space 21}2003#EU  {c |}{col 31}{res}{space 2}-.4379917{col 43}{space 2} .0400531{col 54}{space 1}  -10.94{col 63}{space 3}0.000{col 71}{space 4}-.5165098{col 84}{space 3}-.3594736
{txt}{space 21}2003#NA  {c |}{col 31}{res}{space 2}-.2861062{col 43}{space 2} .0151853{col 54}{space 1}  -18.84{col 63}{space 3}0.000{col 71}{space 4}-.3158747{col 84}{space 3}-.2563376
{txt}{space 21}2003#SA  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2004#AF  {c |}{col 31}{res}{space 2} .0234253{col 43}{space 2} .0149586{col 54}{space 1}    1.57{col 63}{space 3}0.117{col 71}{space 4}-.0058987{col 84}{space 3} .0527494
{txt}{space 21}2004#AS  {c |}{col 31}{res}{space 2}-.2283653{col 43}{space 2} .0287194{col 54}{space 1}   -7.95{col 63}{space 3}0.000{col 71}{space 4}-.2846654{col 84}{space 3}-.1720651
{txt}{space 21}2004#AU  {c |}{col 31}{res}{space 2}-1.146479{col 43}{space 2} .3146334{col 54}{space 1}   -3.64{col 63}{space 3}0.000{col 71}{space 4}-1.763271{col 84}{space 3}-.5296873
{txt}{space 21}2004#EU  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2004#NA  {c |}{col 31}{res}{space 2} .0452154{col 43}{space 2}  .020636{col 54}{space 1}    2.19{col 63}{space 3}0.028{col 71}{space 4} .0047617{col 84}{space 3} .0856691
{txt}{space 21}2004#SA  {c |}{col 31}{res}{space 2} .2238993{col 43}{space 2} .0278073{col 54}{space 1}    8.05{col 63}{space 3}0.000{col 71}{space 4} .1693872{col 84}{space 3} .2784115
{txt}{space 21}2005#AF  {c |}{col 31}{res}{space 2} .0479704{col 43}{space 2} .0224945{col 54}{space 1}    2.13{col 63}{space 3}0.033{col 71}{space 4} .0038733{col 84}{space 3} .0920675
{txt}{space 21}2005#AS  {c |}{col 31}{res}{space 2}-.1638078{col 43}{space 2} .0875815{col 54}{space 1}   -1.87{col 63}{space 3}0.061{col 71}{space 4}-.3354983{col 84}{space 3} .0078828
{txt}{space 21}2005#AU  {c |}{col 31}{res}{space 2}-1.204439{col 43}{space 2} .2933954{col 54}{space 1}   -4.11{col 63}{space 3}0.000{col 71}{space 4}-1.779597{col 84}{space 3}-.6292806
{txt}{space 21}2005#EU  {c |}{col 31}{res}{space 2} .0602351{col 43}{space 2} .0558447{col 54}{space 1}    1.08{col 63}{space 3}0.281{col 71}{space 4}-.0492402{col 84}{space 3} .1697105
{txt}{space 21}2005#NA  {c |}{col 31}{res}{space 2} .0525049{col 43}{space 2} .0202975{col 54}{space 1}    2.59{col 63}{space 3}0.010{col 71}{space 4} .0127148{col 84}{space 3} .0922951
{txt}{space 21}2005#SA  {c |}{col 31}{res}{space 2} .2958271{col 43}{space 2} .0235718{col 54}{space 1}   12.55{col 63}{space 3}0.000{col 71}{space 4} .2496181{col 84}{space 3} .3420361
{txt}{space 21}2006#AF  {c |}{col 31}{res}{space 2} .1332731{col 43}{space 2} .0195835{col 54}{space 1}    6.81{col 63}{space 3}0.000{col 71}{space 4} .0948826{col 84}{space 3} .1716635
{txt}{space 21}2006#AS  {c |}{col 31}{res}{space 2}-.3674657{col 43}{space 2} .0338175{col 54}{space 1}  -10.87{col 63}{space 3}0.000{col 71}{space 4}-.4337598{col 84}{space 3}-.3011717
{txt}{space 21}2006#AU  {c |}{col 31}{res}{space 2}-1.154456{col 43}{space 2} .3048823{col 54}{space 1}   -3.79{col 63}{space 3}0.000{col 71}{space 4}-1.752132{col 84}{space 3}-.5567797
{txt}{space 21}2006#EU  {c |}{col 31}{res}{space 2}-.2432813{col 43}{space 2} .0411108{col 54}{space 1}   -5.92{col 63}{space 3}0.000{col 71}{space 4} -.323873{col 84}{space 3}-.1626896
{txt}{space 21}2006#NA  {c |}{col 31}{res}{space 2}-.0782969{col 43}{space 2} .0276557{col 54}{space 1}   -2.83{col 63}{space 3}0.005{col 71}{space 4}-.1325118{col 84}{space 3}-.0240821
{txt}{space 21}2006#SA  {c |}{col 31}{res}{space 2} .3797785{col 43}{space 2} .0411429{col 54}{space 1}    9.23{col 63}{space 3}0.000{col 71}{space 4} .2991241{col 84}{space 3}  .460433
{txt}{space 21}2007#AF  {c |}{col 31}{res}{space 2} .1061046{col 43}{space 2}  .015117{col 54}{space 1}    7.02{col 63}{space 3}0.000{col 71}{space 4} .0764699{col 84}{space 3} .1357392
{txt}{space 21}2007#AS  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2007#AU  {c |}{col 31}{res}{space 2}-.9256767{col 43}{space 2} .2434921{col 54}{space 1}   -3.80{col 63}{space 3}0.000{col 71}{space 4}-1.403007{col 84}{space 3}-.4483467
{txt}{space 21}2007#EU  {c |}{col 31}{res}{space 2} .4245048{col 43}{space 2} .1209756{col 54}{space 1}    3.51{col 63}{space 3}0.000{col 71}{space 4} .1873501{col 84}{space 3} .6616595
{txt}{space 21}2007#NA  {c |}{col 31}{res}{space 2} .4045031{col 43}{space 2} .0304889{col 54}{space 1}   13.27{col 63}{space 3}0.000{col 71}{space 4} .3447341{col 84}{space 3}  .464272
{txt}{space 21}2007#SA  {c |}{col 31}{res}{space 2} .2993911{col 43}{space 2} .0258171{col 54}{space 1}   11.60{col 63}{space 3}0.000{col 71}{space 4} .2487804{col 84}{space 3} .3500018
{txt}{space 21}2008#AF  {c |}{col 31}{res}{space 2}-.0317848{col 43}{space 2} .0165303{col 54}{space 1}   -1.92{col 63}{space 3}0.055{col 71}{space 4}  -.06419{col 84}{space 3} .0006203
{txt}{space 21}2008#AS  {c |}{col 31}{res}{space 2}-.4356346{col 43}{space 2} .0251178{col 54}{space 1}  -17.34{col 63}{space 3}0.000{col 71}{space 4}-.4848744{col 84}{space 3}-.3863948
{txt}{space 21}2008#AU  {c |}{col 31}{res}{space 2}-1.325415{col 43}{space 2} .3161435{col 54}{space 1}   -4.19{col 63}{space 3}0.000{col 71}{space 4}-1.945167{col 84}{space 3}-.7056623
{txt}{space 21}2008#EU  {c |}{col 31}{res}{space 2} -.187777{col 43}{space 2} .0294211{col 54}{space 1}   -6.38{col 63}{space 3}0.000{col 71}{space 4}-.2454526{col 84}{space 3}-.1301014
{txt}{space 21}2008#NA  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2008#SA  {c |}{col 31}{res}{space 2} .2217363{col 43}{space 2} .0234281{col 54}{space 1}    9.46{col 63}{space 3}0.000{col 71}{space 4} .1758091{col 84}{space 3} .2676636
{txt}{space 21}2009#AF  {c |}{col 31}{res}{space 2} -.072808{col 43}{space 2} .0161991{col 54}{space 1}   -4.49{col 63}{space 3}0.000{col 71}{space 4} -.104564{col 84}{space 3} -.041052
{txt}{space 21}2009#AS  {c |}{col 31}{res}{space 2}-.5042636{col 43}{space 2} .0362124{col 54}{space 1}  -13.93{col 63}{space 3}0.000{col 71}{space 4}-.5752527{col 84}{space 3}-.4332745
{txt}{space 21}2009#AU  {c |}{col 31}{res}{space 2}-.9155556{col 43}{space 2} .4546104{col 54}{space 1}   -2.01{col 63}{space 3}0.044{col 71}{space 4}-1.806752{col 84}{space 3}-.0243595
{txt}{space 21}2009#EU  {c |}{col 31}{res}{space 2}-.2839289{col 43}{space 2} .0239071{col 54}{space 1}  -11.88{col 63}{space 3}0.000{col 71}{space 4}-.3307952{col 84}{space 3}-.2370626
{txt}{space 21}2009#NA  {c |}{col 31}{res}{space 2} -.126656{col 43}{space 2} .0181143{col 54}{space 1}   -6.99{col 63}{space 3}0.000{col 71}{space 4}-.1621665{col 84}{space 3}-.0911456
{txt}{space 21}2009#SA  {c |}{col 31}{res}{space 2} .1715856{col 43}{space 2} .0254479{col 54}{space 1}    6.74{col 63}{space 3}0.000{col 71}{space 4} .1216987{col 84}{space 3} .2214725
{txt}{space 21}2010#AF  {c |}{col 31}{res}{space 2} .9420103{col 43}{space 2} .0745737{col 54}{space 1}   12.63{col 63}{space 3}0.000{col 71}{space 4} .7958196{col 84}{space 3} 1.088201
{txt}{space 21}2010#AS  {c |}{col 31}{res}{space 2} .7417091{col 43}{space 2} .0986387{col 54}{space 1}    7.52{col 63}{space 3}0.000{col 71}{space 4} .5483427{col 84}{space 3} .9350756
{txt}{space 21}2010#AU  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2010#EU  {c |}{col 31}{res}{space 2} 1.168647{col 43}{space 2} .0901228{col 54}{space 1}   12.97{col 63}{space 3}0.000{col 71}{space 4} .9919745{col 84}{space 3} 1.345319
{txt}{space 21}2010#NA  {c |}{col 31}{res}{space 2} .6067691{col 43}{space 2} .0401897{col 54}{space 1}   15.10{col 63}{space 3}0.000{col 71}{space 4} .5279832{col 84}{space 3}  .685555
{txt}{space 21}2010#SA  {c |}{col 31}{res}{space 2} .8314238{col 43}{space 2}  .058931{col 54}{space 1}   14.11{col 63}{space 3}0.000{col 71}{space 4} .7158983{col 84}{space 3} .9469492
{txt}{space 21}2011#AF  {c |}{col 31}{res}{space 2}-.1059536{col 43}{space 2}  .022327{col 54}{space 1}   -4.75{col 63}{space 3}0.000{col 71}{space 4}-.1497224{col 84}{space 3}-.0621848
{txt}{space 21}2011#AS  {c |}{col 31}{res}{space 2}-.4867855{col 43}{space 2} .0330863{col 54}{space 1}  -14.71{col 63}{space 3}0.000{col 71}{space 4}-.5516463{col 84}{space 3}-.4219246
{txt}{space 21}2011#AU  {c |}{col 31}{res}{space 2}-1.296851{col 43}{space 2} .3210216{col 54}{space 1}   -4.04{col 63}{space 3}0.000{col 71}{space 4}-1.926166{col 84}{space 3}-.6675358
{txt}{space 21}2011#EU  {c |}{col 31}{res}{space 2} -.375789{col 43}{space 2} .0343743{col 54}{space 1}  -10.93{col 63}{space 3}0.000{col 71}{space 4}-.4431747{col 84}{space 3}-.3084034
{txt}{space 21}2011#NA  {c |}{col 31}{res}{space 2}-.1453433{col 43}{space 2} .0158839{col 54}{space 1}   -9.15{col 63}{space 3}0.000{col 71}{space 4}-.1764813{col 84}{space 3}-.1142054
{txt}{space 21}2011#SA  {c |}{col 31}{res}{space 2} .1007959{col 43}{space 2} .0199115{col 54}{space 1}    5.06{col 63}{space 3}0.000{col 71}{space 4} .0617625{col 84}{space 3} .1398294
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .2064625{col 43}{space 2} .0157483{col 54}{space 1}   13.11{col 63}{space 3}0.000{col 71}{space 4} .1755903{col 84}{space 3} .2373346
{txt}{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                      sigma_u {c |} {res} .87744919
                      {txt}sigma_e {c |} {res} 2.4219702
                          {txt}rho {c |} {res} .11602376{txt}   (fraction of variance due to u_i)
{hline 30}{c BT}{hline 64}
{res}{txt}{p 0 6 2}note: {bf:2010.year#2.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2007.year#5.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2010.year#4.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2003.year#6.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2007.year#3.continent} omitted because of collinearity with the absorbed variable.{p_end}
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   379,708
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    35,330

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.0199{col 63}{txt}min{col 67}={col 69}{res}         6
{txt}     Between = {res}0.0018{col 63}{txt}avg{col 67}={col 69}{res}      10.7
{txt}     Overall = {res}0.0032{col 63}{txt}max{col 67}={col 69}{res}        11

{txt}{col 49}F({res}70{txt}, {res}6036{txt}){col 67}={col 70}{res}    66.07
{txt}corr(u_i, Xb) = {res}-0.5142{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 86:(Std. err. adjusted for {res:6,037} clusters in {res:conpfaf4})}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}              growth{col 22}{c |} Coefficient{col 34}  std. err.{col 46}      t{col 54}   P>|t|{col 62}     [95% con{col 75}f. interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}pdsi_cat {c |}
{space 6}Extremely dry  {c |}{col 22}{res}{space 2} .0688346{col 34}{space 2} .0504975{col 45}{space 1}    1.36{col 54}{space 3}0.173{col 62}{space 4}-.0301586{col 75}{space 3} .1678277
{txt}{space 7}Severely dry  {c |}{col 22}{res}{space 2}-.0009912{col 34}{space 2} .0157913{col 45}{space 1}   -0.06{col 54}{space 3}0.950{col 62}{space 4}-.0319478{col 75}{space 3} .0299655
{txt}{space 5}Moderately dry  {c |}{col 22}{res}{space 2}-.0001945{col 34}{space 2}  .010841{col 45}{space 1}   -0.02{col 54}{space 3}0.986{col 62}{space 4}-.0214468{col 75}{space 3} .0210578
{txt}{space 9}Mildly dry  {c |}{col 22}{res}{space 2} .0037309{col 34}{space 2} .0131146{col 45}{space 1}    0.28{col 54}{space 3}0.776{col 62}{space 4}-.0219784{col 75}{space 3} .0294401
{txt}{space 2}Incipient drought  {c |}{col 22}{res}{space 2}-.0024396{col 34}{space 2}  .012034{col 45}{space 1}   -0.20{col 54}{space 3}0.839{col 62}{space 4}-.0260304{col 75}{space 3} .0211513
{txt}Incipient wet spell  {c |}{col 22}{res}{space 2} .0383644{col 34}{space 2} .0369299{col 45}{space 1}    1.04{col 54}{space 3}0.299{col 62}{space 4}-.0340314{col 75}{space 3} .1107602
{txt}{space 7}Slightly wet  {c |}{col 22}{res}{space 2} .0129613{col 34}{space 2} .0169622{col 45}{space 1}    0.76{col 54}{space 3}0.445{col 62}{space 4}-.0202906{col 75}{space 3} .0462132
{txt}{space 5}Moderately wet  {c |}{col 22}{res}{space 2} .0074698{col 34}{space 2} .0198303{col 45}{space 1}    0.38{col 54}{space 3}0.706{col 62}{space 4}-.0314046{col 75}{space 3} .0463443
{txt}{space 11}Very wet  {c |}{col 22}{res}{space 2} .0279693{col 34}{space 2} .0202688{col 45}{space 1}    1.38{col 54}{space 3}0.168{col 62}{space 4}-.0117647{col 75}{space 3} .0677034
{txt}{space 6}Extremely wet  {c |}{col 22}{res}{space 2}-.0063248{col 34}{space 2} .0402905{col 45}{space 1}   -0.16{col 54}{space 3}0.875{col 62}{space 4}-.0853086{col 75}{space 3}  .072659
{txt}{space 20} {c |}
{space 6}year#continent {c |}
{space 12}2001#AS  {c |}{col 22}{res}{space 2}-1.223093{col 34}{space 2} .1119425{col 45}{space 1}  -10.93{col 54}{space 3}0.000{col 62}{space 4}-1.442541{col 75}{space 3}-1.003646
{txt}{space 12}2001#AU  {c |}{col 22}{res}{space 2}-.2454346{col 34}{space 2} .0634044{col 45}{space 1}   -3.87{col 54}{space 3}0.000{col 62}{space 4}-.3697299{col 75}{space 3}-.1211392
{txt}{space 12}2001#EU  {c |}{col 22}{res}{space 2}-1.339444{col 34}{space 2} .1045116{col 45}{space 1}  -12.82{col 54}{space 3}0.000{col 62}{space 4}-1.544324{col 75}{space 3}-1.134564
{txt}{space 12}2001#NA  {c |}{col 22}{res}{space 2}-.4687101{col 34}{space 2} .0267227{col 45}{space 1}  -17.54{col 54}{space 3}0.000{col 62}{space 4}-.5210961{col 75}{space 3}-.4163241
{txt}{space 12}2001#SA  {c |}{col 22}{res}{space 2} .1302594{col 34}{space 2}  .017598{col 45}{space 1}    7.40{col 54}{space 3}0.000{col 62}{space 4} .0957611{col 75}{space 3} .1647577
{txt}{space 12}2002#AF  {c |}{col 22}{res}{space 2} .0694696{col 34}{space 2} .0154419{col 45}{space 1}    4.50{col 54}{space 3}0.000{col 62}{space 4}  .039198{col 75}{space 3} .0997412
{txt}{space 12}2002#AS  {c |}{col 22}{res}{space 2}-1.064839{col 34}{space 2} .1193101{col 45}{space 1}   -8.92{col 54}{space 3}0.000{col 62}{space 4}-1.298729{col 75}{space 3}-.8309483
{txt}{space 12}2002#AU  {c |}{col 22}{res}{space 2}  .006329{col 34}{space 2} .1213855{col 45}{space 1}    0.05{col 54}{space 3}0.958{col 62}{space 4}-.2316299{col 75}{space 3}  .244288
{txt}{space 12}2002#EU  {c |}{col 22}{res}{space 2}-1.279577{col 34}{space 2} .1006037{col 45}{space 1}  -12.72{col 54}{space 3}0.000{col 62}{space 4}-1.476797{col 75}{space 3}-1.082358
{txt}{space 12}2002#NA  {c |}{col 22}{res}{space 2}-.4057115{col 34}{space 2} .0286055{col 45}{space 1}  -14.18{col 54}{space 3}0.000{col 62}{space 4}-.4617885{col 75}{space 3}-.3496345
{txt}{space 12}2002#SA  {c |}{col 22}{res}{space 2} .2521194{col 34}{space 2} .0300622{col 45}{space 1}    8.39{col 54}{space 3}0.000{col 62}{space 4} .1931868{col 75}{space 3}  .311052
{txt}{space 12}2003#AF  {c |}{col 22}{res}{space 2}-.2119908{col 34}{space 2} .0172223{col 45}{space 1}  -12.31{col 54}{space 3}0.000{col 62}{space 4}-.2457527{col 75}{space 3}-.1782289
{txt}{space 12}2003#AS  {c |}{col 22}{res}{space 2} -1.41284{col 34}{space 2} .1205975{col 45}{space 1}  -11.72{col 54}{space 3}0.000{col 62}{space 4}-1.649255{col 75}{space 3}-1.176426
{txt}{space 12}2003#AU  {c |}{col 22}{res}{space 2}-.5447892{col 34}{space 2}  .072732{col 45}{space 1}   -7.49{col 54}{space 3}0.000{col 62}{space 4}  -.68737{col 75}{space 3}-.4022085
{txt}{space 12}2003#EU  {c |}{col 22}{res}{space 2}-1.637414{col 34}{space 2} .0906637{col 45}{space 1}  -18.06{col 54}{space 3}0.000{col 62}{space 4}-1.815147{col 75}{space 3}-1.459681
{txt}{space 12}2003#NA  {c |}{col 22}{res}{space 2}-.6997074{col 34}{space 2} .0264965{col 45}{space 1}  -26.41{col 54}{space 3}0.000{col 62}{space 4}-.7516501{col 75}{space 3}-.6477648
{txt}{space 12}2003#SA  {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 12}2004#AF  {c |}{col 22}{res}{space 2} .0348423{col 34}{space 2} .0153757{col 45}{space 1}    2.27{col 54}{space 3}0.023{col 62}{space 4} .0047005{col 75}{space 3} .0649841
{txt}{space 12}2004#AS  {c |}{col 22}{res}{space 2}-1.010105{col 34}{space 2} .1046485{col 45}{space 1}   -9.65{col 54}{space 3}0.000{col 62}{space 4}-1.215253{col 75}{space 3}-.8049567
{txt}{space 12}2004#AU  {c |}{col 22}{res}{space 2}-.2542219{col 34}{space 2} .1083116{col 45}{space 1}   -2.35{col 54}{space 3}0.019{col 62}{space 4}-.4665513{col 75}{space 3}-.0418924
{txt}{space 12}2004#EU  {c |}{col 22}{res}{space 2}-1.180637{col 34}{space 2} .0891267{col 45}{space 1}  -13.25{col 54}{space 3}0.000{col 62}{space 4}-1.355357{col 75}{space 3}-1.005917
{txt}{space 12}2004#NA  {c |}{col 22}{res}{space 2}-.3751724{col 34}{space 2} .0299982{col 45}{space 1}  -12.51{col 54}{space 3}0.000{col 62}{space 4}-.4339796{col 75}{space 3}-.3163652
{txt}{space 12}2004#SA  {c |}{col 22}{res}{space 2}  .223628{col 34}{space 2} .0267701{col 45}{space 1}    8.35{col 54}{space 3}0.000{col 62}{space 4} .1711491{col 75}{space 3} .2761069
{txt}{space 12}2005#AF  {c |}{col 22}{res}{space 2} .0598733{col 34}{space 2} .0222236{col 45}{space 1}    2.69{col 54}{space 3}0.007{col 62}{space 4} .0163072{col 75}{space 3} .1034395
{txt}{space 12}2005#AS  {c |}{col 22}{res}{space 2}-.9464321{col 34}{space 2}  .127479{col 45}{space 1}   -7.42{col 54}{space 3}0.000{col 62}{space 4}-1.196336{col 75}{space 3}-.6965277
{txt}{space 12}2005#AU  {c |}{col 22}{res}{space 2}-.2897747{col 34}{space 2} .0931167{col 45}{space 1}   -3.11{col 54}{space 3}0.002{col 62}{space 4}-.4723167{col 75}{space 3}-.1072327
{txt}{space 12}2005#EU  {c |}{col 22}{res}{space 2} -1.11065{col 34}{space 2} .0995194{col 45}{space 1}  -11.16{col 54}{space 3}0.000{col 62}{space 4}-1.305744{col 75}{space 3}-.9155568
{txt}{space 12}2005#NA  {c |}{col 22}{res}{space 2}-.3433278{col 34}{space 2} .0250267{col 45}{space 1}  -13.72{col 54}{space 3}0.000{col 62}{space 4}-.3923891{col 75}{space 3}-.2942665
{txt}{space 12}2005#SA  {c |}{col 22}{res}{space 2} .2926962{col 34}{space 2} .0225981{col 45}{space 1}   12.95{col 54}{space 3}0.000{col 62}{space 4} .2483958{col 75}{space 3} .3369965
{txt}{space 12}2006#AF  {c |}{col 22}{res}{space 2} .1363214{col 34}{space 2} .0193888{col 45}{space 1}    7.03{col 54}{space 3}0.000{col 62}{space 4} .0983124{col 75}{space 3} .1743304
{txt}{space 12}2006#AS  {c |}{col 22}{res}{space 2}-1.144762{col 34}{space 2}  .109285{col 45}{space 1}  -10.48{col 54}{space 3}0.000{col 62}{space 4}   -1.359{col 75}{space 3}-.9305247
{txt}{space 12}2006#AU  {c |}{col 22}{res}{space 2} -.248545{col 34}{space 2} .0970064{col 45}{space 1}   -2.56{col 54}{space 3}0.010{col 62}{space 4}-.4387122{col 75}{space 3}-.0583777
{txt}{space 12}2006#EU  {c |}{col 22}{res}{space 2}-1.434119{col 34}{space 2} .1132543{col 45}{space 1}  -12.66{col 54}{space 3}0.000{col 62}{space 4}-1.656138{col 75}{space 3}  -1.2121
{txt}{space 12}2006#NA  {c |}{col 22}{res}{space 2}-.4949585{col 34}{space 2}  .028803{col 45}{space 1}  -17.18{col 54}{space 3}0.000{col 62}{space 4}-.5514226{col 75}{space 3}-.4384944
{txt}{space 12}2006#SA  {c |}{col 22}{res}{space 2}  .374937{col 34}{space 2} .0404369{col 45}{space 1}    9.27{col 54}{space 3}0.000{col 62}{space 4} .2956662{col 75}{space 3} .4542077
{txt}{space 12}2007#AF  {c |}{col 22}{res}{space 2} .1121326{col 34}{space 2} .0160232{col 45}{space 1}    7.00{col 54}{space 3}0.000{col 62}{space 4} .0807213{col 75}{space 3} .1435439
{txt}{space 12}2007#AS  {c |}{col 22}{res}{space 2}-.7781859{col 34}{space 2} .1054979{col 45}{space 1}   -7.38{col 54}{space 3}0.000{col 62}{space 4}-.9849994{col 75}{space 3}-.5713724
{txt}{space 12}2007#AU  {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 12}2007#EU  {c |}{col 22}{res}{space 2}-.7226959{col 34}{space 2} .0917876{col 45}{space 1}   -7.87{col 54}{space 3}0.000{col 62}{space 4}-.9026324{col 75}{space 3}-.5427595
{txt}{space 12}2007#NA  {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 12}2007#SA  {c |}{col 22}{res}{space 2} .2928694{col 34}{space 2} .0255583{col 45}{space 1}   11.46{col 54}{space 3}0.000{col 62}{space 4} .2427659{col 75}{space 3} .3429729
{txt}{space 12}2008#AF  {c |}{col 22}{res}{space 2}-.0331917{col 34}{space 2} .0168911{col 45}{space 1}   -1.97{col 54}{space 3}0.049{col 62}{space 4}-.0663043{col 75}{space 3}-.0000792
{txt}{space 12}2008#AS  {c |}{col 22}{res}{space 2}-1.220573{col 34}{space 2} .1110067{col 45}{space 1}  -11.00{col 54}{space 3}0.000{col 62}{space 4}-1.438186{col 75}{space 3} -1.00296
{txt}{space 12}2008#AU  {c |}{col 22}{res}{space 2}-.4508489{col 34}{space 2} .0963227{col 45}{space 1}   -4.68{col 54}{space 3}0.000{col 62}{space 4}-.6396758{col 75}{space 3} -.262022
{txt}{space 12}2008#EU  {c |}{col 22}{res}{space 2}-1.355278{col 34}{space 2} .1045272{col 45}{space 1}  -12.97{col 54}{space 3}0.000{col 62}{space 4}-1.560188{col 75}{space 3}-1.150367
{txt}{space 12}2008#NA  {c |}{col 22}{res}{space 2} -.421913{col 34}{space 2} .0291439{col 45}{space 1}  -14.48{col 54}{space 3}0.000{col 62}{space 4}-.4790454{col 75}{space 3}-.3647806
{txt}{space 12}2008#SA  {c |}{col 22}{res}{space 2} .2117753{col 34}{space 2} .0240743{col 45}{space 1}    8.80{col 54}{space 3}0.000{col 62}{space 4} .1645812{col 75}{space 3} .2589695
{txt}{space 12}2009#AF  {c |}{col 22}{res}{space 2}-.0600913{col 34}{space 2} .0156022{col 45}{space 1}   -3.85{col 54}{space 3}0.000{col 62}{space 4}-.0906772{col 75}{space 3}-.0295055
{txt}{space 12}2009#AS  {c |}{col 22}{res}{space 2}-1.283162{col 34}{space 2} .1149497{col 45}{space 1}  -11.16{col 54}{space 3}0.000{col 62}{space 4}-1.508505{col 75}{space 3} -1.05782
{txt}{space 12}2009#AU  {c |}{col 22}{res}{space 2} .0316972{col 34}{space 2}  .339708{col 45}{space 1}    0.09{col 54}{space 3}0.926{col 62}{space 4}-.6342518{col 75}{space 3} .6976462
{txt}{space 12}2009#EU  {c |}{col 22}{res}{space 2}-1.461565{col 34}{space 2} .1006101{col 45}{space 1}  -14.53{col 54}{space 3}0.000{col 62}{space 4}-1.658797{col 75}{space 3}-1.264334
{txt}{space 12}2009#NA  {c |}{col 22}{res}{space 2}-.5538426{col 34}{space 2} .0292531{col 45}{space 1}  -18.93{col 54}{space 3}0.000{col 62}{space 4}-.6111892{col 75}{space 3} -.496496
{txt}{space 12}2009#SA  {c |}{col 22}{res}{space 2} .1687157{col 34}{space 2} .0249981{col 45}{space 1}    6.75{col 54}{space 3}0.000{col 62}{space 4} .1197105{col 75}{space 3} .2177209
{txt}{space 12}2010#AF  {c |}{col 22}{res}{space 2} .9862828{col 34}{space 2} .0793191{col 45}{space 1}   12.43{col 54}{space 3}0.000{col 62}{space 4} .8307891{col 75}{space 3} 1.141777
{txt}{space 12}2010#AS  {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 12}2010#AU  {c |}{col 22}{res}{space 2}  .906721{col 34}{space 2} .1616057{col 45}{space 1}    5.61{col 54}{space 3}0.000{col 62}{space 4} .5899162{col 75}{space 3} 1.223526
{txt}{space 12}2010#EU  {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 12}2010#NA  {c |}{col 22}{res}{space 2} .1722655{col 34}{space 2} .0376252{col 45}{space 1}    4.58{col 54}{space 3}0.000{col 62}{space 4} .0985067{col 75}{space 3} .2460242
{txt}{space 12}2010#SA  {c |}{col 22}{res}{space 2} .8241999{col 34}{space 2}  .056099{col 45}{space 1}   14.69{col 54}{space 3}0.000{col 62}{space 4} .7142258{col 75}{space 3} .9341741
{txt}{space 12}2011#AF  {c |}{col 22}{res}{space 2}-.1056347{col 34}{space 2} .0232853{col 45}{space 1}   -4.54{col 54}{space 3}0.000{col 62}{space 4}-.1512821{col 75}{space 3}-.0599872
{txt}{space 12}2011#AS  {c |}{col 22}{res}{space 2}-1.287579{col 34}{space 2} .1152905{col 45}{space 1}  -11.17{col 54}{space 3}0.000{col 62}{space 4} -1.51359{col 75}{space 3}-1.061569
{txt}{space 12}2011#AU  {c |}{col 22}{res}{space 2}-.4117573{col 34}{space 2} .1066739{col 45}{space 1}   -3.86{col 54}{space 3}0.000{col 62}{space 4}-.6208764{col 75}{space 3}-.2026383
{txt}{space 12}2011#EU  {c |}{col 22}{res}{space 2}-1.558201{col 34}{space 2} .1071461{col 45}{space 1}  -14.54{col 54}{space 3}0.000{col 62}{space 4}-1.768245{col 75}{space 3}-1.348156
{txt}{space 12}2011#NA  {c |}{col 22}{res}{space 2}-.5560284{col 34}{space 2} .0258184{col 45}{space 1}  -21.54{col 54}{space 3}0.000{col 62}{space 4}-.6066418{col 75}{space 3}-.5054151
{txt}{space 12}2011#SA  {c |}{col 22}{res}{space 2} .0968696{col 34}{space 2} .0190294{col 45}{space 1}    5.09{col 54}{space 3}0.000{col 62}{space 4} .0595651{col 75}{space 3} .1341741
{txt}{space 20} {c |}
{space 15}_cons {c |}{col 22}{res}{space 2} .7146591{col 34}{space 2}  .035132{col 45}{space 1}   20.34{col 54}{space 3}0.000{col 62}{space 4} .6457878{col 75}{space 3} .7835304
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res} 1.0307663
             {txt}sigma_e {c |} {res} 2.4662601
                 {txt}rho {c |} {res} .14870417{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
({res}est2{txt} stored)
{res}{txt}{p 0 6 2}note: {bf:2008.year#5.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2010.year#6.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2010.year#4.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2007.year#2.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2010.year#3.continent} omitted because of collinearity with the absorbed variable.{p_end}
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   377,282
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    35,103

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.0200{col 63}{txt}min{col 67}={col 69}{res}         6
{txt}     Between = {res}0.0006{col 63}{txt}avg{col 67}={col 69}{res}      10.7
{txt}     Overall = {res}0.0054{col 63}{txt}max{col 67}={col 69}{res}        11

{txt}{col 49}F({res}73{txt}, {res}6031{txt}){col 67}={col 70}{res}    66.69
{txt}corr(u_i, Xb) = {res}-0.4078{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 95:(Std. err. adjusted for {res:6,032} clusters in {res:conpfaf4})}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                       growth{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      t{col 63}   P>|t|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 21}pdsi_cat {c |}
{space 15}Extremely dry  {c |}{col 31}{res}{space 2} .0622787{col 43}{space 2} .0513648{col 54}{space 1}    1.21{col 63}{space 3}0.225{col 71}{space 4}-.0384147{col 84}{space 3} .1629721
{txt}{space 16}Severely dry  {c |}{col 31}{res}{space 2}-.0051785{col 43}{space 2} .0161515{col 54}{space 1}   -0.32{col 63}{space 3}0.749{col 71}{space 4}-.0368413{col 84}{space 3} .0264843
{txt}{space 14}Moderately dry  {c |}{col 31}{res}{space 2}-.0037478{col 43}{space 2}  .011289{col 54}{space 1}   -0.33{col 63}{space 3}0.740{col 71}{space 4}-.0258783{col 84}{space 3} .0183828
{txt}{space 18}Mildly dry  {c |}{col 31}{res}{space 2} .0005517{col 43}{space 2}   .01313{col 54}{space 1}    0.04{col 63}{space 3}0.966{col 71}{space 4}-.0251879{col 84}{space 3} .0262912
{txt}{space 11}Incipient drought  {c |}{col 31}{res}{space 2}   -.0047{col 43}{space 2} .0121329{col 54}{space 1}   -0.39{col 63}{space 3}0.698{col 71}{space 4}-.0284847{col 84}{space 3} .0190847
{txt}{space 9}Incipient wet spell  {c |}{col 31}{res}{space 2} .0421568{col 43}{space 2} .0377993{col 54}{space 1}    1.12{col 63}{space 3}0.265{col 71}{space 4}-.0319433{col 84}{space 3} .1162568
{txt}{space 16}Slightly wet  {c |}{col 31}{res}{space 2} .0164141{col 43}{space 2} .0164449{col 54}{space 1}    1.00{col 63}{space 3}0.318{col 71}{space 4}-.0158238{col 84}{space 3} .0486521
{txt}{space 14}Moderately wet  {c |}{col 31}{res}{space 2}  .009697{col 43}{space 2} .0194936{col 54}{space 1}    0.50{col 63}{space 3}0.619{col 71}{space 4}-.0285174{col 84}{space 3} .0479115
{txt}{space 20}Very wet  {c |}{col 31}{res}{space 2} .0309438{col 43}{space 2} .0199948{col 54}{space 1}    1.55{col 63}{space 3}0.122{col 71}{space 4}-.0082532{col 84}{space 3} .0701408
{txt}{space 15}Extremely wet  {c |}{col 31}{res}{space 2} .0046299{col 43}{space 2} .0398126{col 54}{space 1}    0.12{col 63}{space 3}0.907{col 71}{space 4} -.073417{col 84}{space 3} .0826768
{txt}{space 29} {c |}
{space 22}dev_tmp {c |}{col 31}{res}{space 2} .0676845{col 43}{space 2} .0225077{col 54}{space 1}    3.01{col 63}{space 3}0.003{col 71}{space 4} .0235613{col 84}{space 3} .1118077
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2} -.004055{col 43}{space 2} .0210336{col 54}{space 1}   -0.19{col 63}{space 3}0.847{col 71}{space 4}-.0452884{col 84}{space 3} .0371784
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2} -.039288{col 43}{space 2} .0200697{col 54}{space 1}   -1.96{col 63}{space 3}0.050{col 71}{space 4}-.0786318{col 84}{space 3} .0000558
{txt}{space 29} {c |}
{space 15}year#continent {c |}
{space 21}2001#AS  {c |}{col 31}{res}{space 2}-.4331004{col 43}{space 2} .0295838{col 54}{space 1}  -14.64{col 63}{space 3}0.000{col 71}{space 4}-.4910953{col 84}{space 3}-.3751056
{txt}{space 21}2001#AU  {c |}{col 31}{res}{space 2} -1.16855{col 43}{space 2} .1538339{col 54}{space 1}   -7.60{col 63}{space 3}0.000{col 71}{space 4} -1.47012{col 84}{space 3} -.866981
{txt}{space 21}2001#EU  {c |}{col 31}{res}{space 2}-1.325948{col 43}{space 2} .1003078{col 54}{space 1}  -13.22{col 63}{space 3}0.000{col 71}{space 4}-1.522587{col 84}{space 3}-1.129309
{txt}{space 21}2001#NA  {c |}{col 31}{res}{space 2}-.0706721{col 43}{space 2} .0212642{col 54}{space 1}   -3.32{col 63}{space 3}0.001{col 71}{space 4}-.1123575{col 84}{space 3}-.0289866
{txt}{space 21}2001#SA  {c |}{col 31}{res}{space 2}-.6881825{col 43}{space 2} .0465301{col 54}{space 1}  -14.79{col 63}{space 3}0.000{col 71}{space 4} -.779398{col 84}{space 3}-.5969669
{txt}{space 21}2002#AF  {c |}{col 31}{res}{space 2} .0622023{col 43}{space 2} .0156955{col 54}{space 1}    3.96{col 63}{space 3}0.000{col 71}{space 4} .0314335{col 84}{space 3} .0929711
{txt}{space 21}2002#AS  {c |}{col 31}{res}{space 2}-.2948173{col 43}{space 2} .0366338{col 54}{space 1}   -8.05{col 63}{space 3}0.000{col 71}{space 4}-.3666327{col 84}{space 3}-.2230019
{txt}{space 21}2002#AU  {c |}{col 31}{res}{space 2}-.8898553{col 43}{space 2}  .184348{col 54}{space 1}   -4.83{col 63}{space 3}0.000{col 71}{space 4}-1.251243{col 84}{space 3}-.5284674
{txt}{space 21}2002#EU  {c |}{col 31}{res}{space 2}-1.275215{col 43}{space 2} .0981659{col 54}{space 1}  -12.99{col 63}{space 3}0.000{col 71}{space 4}-1.467656{col 84}{space 3}-1.082775
{txt}{space 21}2002#NA  {c |}{col 31}{res}{space 2} .0100896{col 43}{space 2} .0223763{col 54}{space 1}    0.45{col 63}{space 3}0.652{col 71}{space 4} -.033776{col 84}{space 3} .0539552
{txt}{space 21}2002#SA  {c |}{col 31}{res}{space 2} -.573592{col 43}{space 2} .0362023{col 54}{space 1}  -15.84{col 63}{space 3}0.000{col 71}{space 4}-.6445615{col 84}{space 3}-.5026225
{txt}{space 21}2003#AF  {c |}{col 31}{res}{space 2}-.2263376{col 43}{space 2} .0178475{col 54}{space 1}  -12.68{col 63}{space 3}0.000{col 71}{space 4}-.2613251{col 84}{space 3}-.1913501
{txt}{space 21}2003#AS  {c |}{col 31}{res}{space 2}-.6285647{col 43}{space 2} .0413075{col 54}{space 1}  -15.22{col 63}{space 3}0.000{col 71}{space 4}-.7095421{col 84}{space 3}-.5475873
{txt}{space 21}2003#AU  {c |}{col 31}{res}{space 2}-1.486704{col 43}{space 2} .1892128{col 54}{space 1}   -7.86{col 63}{space 3}0.000{col 71}{space 4}-1.857629{col 84}{space 3}-1.115779
{txt}{space 21}2003#EU  {c |}{col 31}{res}{space 2}-1.625153{col 43}{space 2} .0885412{col 54}{space 1}  -18.35{col 63}{space 3}0.000{col 71}{space 4}-1.798725{col 84}{space 3} -1.45158
{txt}{space 21}2003#NA  {c |}{col 31}{res}{space 2}-.2920776{col 43}{space 2} .0161019{col 54}{space 1}  -18.14{col 63}{space 3}0.000{col 71}{space 4}-.3236432{col 84}{space 3}-.2605121
{txt}{space 21}2003#SA  {c |}{col 31}{res}{space 2}-.8233602{col 43}{space 2} .0578314{col 54}{space 1}  -14.24{col 63}{space 3}0.000{col 71}{space 4}-.9367303{col 84}{space 3}  -.70999
{txt}{space 21}2004#AF  {c |}{col 31}{res}{space 2} .0233205{col 43}{space 2} .0159758{col 54}{space 1}    1.46{col 63}{space 3}0.144{col 71}{space 4}-.0079979{col 84}{space 3} .0546388
{txt}{space 21}2004#AS  {c |}{col 31}{res}{space 2}-.2353055{col 43}{space 2} .0292245{col 54}{space 1}   -8.05{col 63}{space 3}0.000{col 71}{space 4}-.2925959{col 84}{space 3}-.1780151
{txt}{space 21}2004#AU  {c |}{col 31}{res}{space 2}-1.158376{col 43}{space 2} .2002309{col 54}{space 1}   -5.79{col 63}{space 3}0.000{col 71}{space 4}  -1.5509{col 84}{space 3}-.7658523
{txt}{space 21}2004#EU  {c |}{col 31}{res}{space 2}-1.171978{col 43}{space 2} .0897925{col 54}{space 1}  -13.05{col 63}{space 3}0.000{col 71}{space 4}-1.348004{col 84}{space 3}-.9959527
{txt}{space 21}2004#NA  {c |}{col 31}{res}{space 2} .0368366{col 43}{space 2} .0219142{col 54}{space 1}    1.68{col 63}{space 3}0.093{col 71}{space 4}-.0061232{col 84}{space 3} .0797963
{txt}{space 21}2004#SA  {c |}{col 31}{res}{space 2}-.5969711{col 43}{space 2} .0381439{col 54}{space 1}  -15.65{col 63}{space 3}0.000{col 71}{space 4}-.6717467{col 84}{space 3}-.5221954
{txt}{space 21}2005#AF  {c |}{col 31}{res}{space 2}  .042601{col 43}{space 2} .0234802{col 54}{space 1}    1.81{col 63}{space 3}0.070{col 71}{space 4}-.0034285{col 84}{space 3} .0886306
{txt}{space 21}2005#AS  {c |}{col 31}{res}{space 2}-.1609564{col 43}{space 2} .0906351{col 54}{space 1}   -1.78{col 63}{space 3}0.076{col 71}{space 4}-.3386336{col 84}{space 3} .0167208
{txt}{space 21}2005#AU  {c |}{col 31}{res}{space 2}-1.212013{col 43}{space 2} .1890467{col 54}{space 1}   -6.41{col 63}{space 3}0.000{col 71}{space 4}-1.582613{col 84}{space 3}-.8414144
{txt}{space 21}2005#EU  {c |}{col 31}{res}{space 2}-1.106672{col 43}{space 2} .0989418{col 54}{space 1}  -11.19{col 63}{space 3}0.000{col 71}{space 4}-1.300633{col 84}{space 3}-.9127107
{txt}{space 21}2005#NA  {c |}{col 31}{res}{space 2} .0461331{col 43}{space 2} .0222882{col 54}{space 1}    2.07{col 63}{space 3}0.039{col 71}{space 4} .0024404{col 84}{space 3} .0898259
{txt}{space 21}2005#SA  {c |}{col 31}{res}{space 2} -.530045{col 43}{space 2} .0444436{col 54}{space 1}  -11.93{col 63}{space 3}0.000{col 71}{space 4}-.6171703{col 84}{space 3}-.4429196
{txt}{space 21}2006#AF  {c |}{col 31}{res}{space 2} .1307189{col 43}{space 2} .0193635{col 54}{space 1}    6.75{col 63}{space 3}0.000{col 71}{space 4} .0927595{col 84}{space 3} .1686784
{txt}{space 21}2006#AS  {c |}{col 31}{res}{space 2}-.3681425{col 43}{space 2} .0348487{col 54}{space 1}  -10.56{col 63}{space 3}0.000{col 71}{space 4}-.4364584{col 84}{space 3}-.2998266
{txt}{space 21}2006#AU  {c |}{col 31}{res}{space 2}-1.154042{col 43}{space 2} .1895339{col 54}{space 1}   -6.09{col 63}{space 3}0.000{col 71}{space 4}-1.525596{col 84}{space 3} -.782488
{txt}{space 21}2006#EU  {c |}{col 31}{res}{space 2}-1.428597{col 43}{space 2}  .109815{col 54}{space 1}  -13.01{col 63}{space 3}0.000{col 71}{space 4}-1.643874{col 84}{space 3} -1.21332
{txt}{space 21}2006#NA  {c |}{col 31}{res}{space 2}-.0920412{col 43}{space 2}  .029985{col 54}{space 1}   -3.07{col 63}{space 3}0.002{col 71}{space 4}-.1508226{col 84}{space 3}-.0332598
{txt}{space 21}2006#SA  {c |}{col 31}{res}{space 2}-.4512938{col 43}{space 2} .0299436{col 54}{space 1}  -15.07{col 63}{space 3}0.000{col 71}{space 4} -.509994{col 84}{space 3}-.3925937
{txt}{space 21}2007#AF  {c |}{col 31}{res}{space 2} .1047181{col 43}{space 2} .0160137{col 54}{space 1}    6.54{col 63}{space 3}0.000{col 71}{space 4} .0733255{col 84}{space 3} .1361106
{txt}{space 21}2007#AS  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2007#AU  {c |}{col 31}{res}{space 2}-.9257149{col 43}{space 2} .1685305{col 54}{space 1}   -5.49{col 63}{space 3}0.000{col 71}{space 4}-1.256095{col 84}{space 3}-.5953348
{txt}{space 21}2007#EU  {c |}{col 31}{res}{space 2}-.7388227{col 43}{space 2} .1075676{col 54}{space 1}   -6.87{col 63}{space 3}0.000{col 71}{space 4}-.9496935{col 84}{space 3}-.5279518
{txt}{space 21}2007#NA  {c |}{col 31}{res}{space 2} .4000304{col 43}{space 2} .0310162{col 54}{space 1}   12.90{col 63}{space 3}0.000{col 71}{space 4} .3392276{col 84}{space 3} .4608332
{txt}{space 21}2007#SA  {c |}{col 31}{res}{space 2}-.5206632{col 43}{space 2} .0368549{col 54}{space 1}  -14.13{col 63}{space 3}0.000{col 71}{space 4} -.592912{col 84}{space 3}-.4484145
{txt}{space 21}2008#AF  {c |}{col 31}{res}{space 2}-.0341651{col 43}{space 2}  .017097{col 54}{space 1}   -2.00{col 63}{space 3}0.046{col 71}{space 4}-.0676813{col 84}{space 3}-.0006489
{txt}{space 21}2008#AS  {c |}{col 31}{res}{space 2}-.4441689{col 43}{space 2} .0257998{col 54}{space 1}  -17.22{col 63}{space 3}0.000{col 71}{space 4}-.4947456{col 84}{space 3}-.3935921
{txt}{space 21}2008#AU  {c |}{col 31}{res}{space 2}-1.366413{col 43}{space 2} .2000631{col 54}{space 1}   -6.83{col 63}{space 3}0.000{col 71}{space 4}-1.758608{col 84}{space 3}-.9742174
{txt}{space 21}2008#EU  {c |}{col 31}{res}{space 2}-1.368181{col 43}{space 2} .1001015{col 54}{space 1}  -13.67{col 63}{space 3}0.000{col 71}{space 4}-1.564415{col 84}{space 3}-1.171946
{txt}{space 21}2008#NA  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2008#SA  {c |}{col 31}{res}{space 2}-.6022412{col 43}{space 2}   .03889{col 54}{space 1}  -15.49{col 63}{space 3}0.000{col 71}{space 4}-.6784794{col 84}{space 3} -.526003
{txt}{space 21}2009#AF  {c |}{col 31}{res}{space 2}-.0779344{col 43}{space 2} .0176482{col 54}{space 1}   -4.42{col 63}{space 3}0.000{col 71}{space 4}-.1125311{col 84}{space 3}-.0433376
{txt}{space 21}2009#AS  {c |}{col 31}{res}{space 2}-.5071065{col 43}{space 2}  .037862{col 54}{space 1}  -13.39{col 63}{space 3}0.000{col 71}{space 4}-.5813297{col 84}{space 3}-.4328834
{txt}{space 21}2009#AU  {c |}{col 31}{res}{space 2}-.8475732{col 43}{space 2} .4848323{col 54}{space 1}   -1.75{col 63}{space 3}0.080{col 71}{space 4}-1.798018{col 84}{space 3} .1028714
{txt}{space 21}2009#EU  {c |}{col 31}{res}{space 2}-1.458685{col 43}{space 2} .0983981{col 54}{space 1}  -14.82{col 63}{space 3}0.000{col 71}{space 4}-1.651581{col 84}{space 3} -1.26579
{txt}{space 21}2009#NA  {c |}{col 31}{res}{space 2}-.1321942{col 43}{space 2} .0191989{col 54}{space 1}   -6.89{col 63}{space 3}0.000{col 71}{space 4}-.1698309{col 84}{space 3}-.0945575
{txt}{space 21}2009#SA  {c |}{col 31}{res}{space 2}-.6585174{col 43}{space 2} .0388236{col 54}{space 1}  -16.96{col 63}{space 3}0.000{col 71}{space 4}-.7346255{col 84}{space 3}-.5824092
{txt}{space 21}2010#AF  {c |}{col 31}{res}{space 2} .9610904{col 43}{space 2} .0795277{col 54}{space 1}   12.08{col 63}{space 3}0.000{col 71}{space 4} .8051878{col 84}{space 3} 1.116993
{txt}{space 21}2010#AS  {c |}{col 31}{res}{space 2} .7600069{col 43}{space 2} .1035654{col 54}{space 1}    7.34{col 63}{space 3}0.000{col 71}{space 4} .5569817{col 84}{space 3} .9630321
{txt}{space 21}2010#AU  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2010#EU  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2010#NA  {c |}{col 31}{res}{space 2} .6005795{col 43}{space 2} .0404354{col 54}{space 1}   14.85{col 63}{space 3}0.000{col 71}{space 4} .5213117{col 84}{space 3} .6798473
{txt}{space 21}2010#SA  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2011#AF  {c |}{col 31}{res}{space 2}-.1101415{col 43}{space 2} .0236282{col 54}{space 1}   -4.66{col 63}{space 3}0.000{col 71}{space 4}-.1564612{col 84}{space 3}-.0638217
{txt}{space 21}2011#AS  {c |}{col 31}{res}{space 2}-.4937443{col 43}{space 2} .0349118{col 54}{space 1}  -14.14{col 63}{space 3}0.000{col 71}{space 4}-.5621838{col 84}{space 3}-.4253047
{txt}{space 21}2011#AU  {c |}{col 31}{res}{space 2}-1.323517{col 43}{space 2} .2012353{col 54}{space 1}   -6.58{col 63}{space 3}0.000{col 71}{space 4}-1.718011{col 84}{space 3}-.9290243
{txt}{space 21}2011#EU  {c |}{col 31}{res}{space 2}-1.558882{col 43}{space 2} .1027305{col 54}{space 1}  -15.17{col 63}{space 3}0.000{col 71}{space 4}-1.760271{col 84}{space 3}-1.357494
{txt}{space 21}2011#NA  {c |}{col 31}{res}{space 2}-.1575878{col 43}{space 2}  .016907{col 54}{space 1}   -9.32{col 63}{space 3}0.000{col 71}{space 4}-.1907317{col 84}{space 3} -.124444
{txt}{space 21}2011#SA  {c |}{col 31}{res}{space 2}-.7210967{col 43}{space 2} .0471018{col 54}{space 1}  -15.31{col 63}{space 3}0.000{col 71}{space 4}-.8134332{col 84}{space 3}-.6287603
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .5538656{col 43}{space 2} .0237192{col 54}{space 1}   23.35{col 63}{space 3}0.000{col 71}{space 4} .5073674{col 84}{space 3} .6003638
{txt}{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                      sigma_u {c |} {res} .96533522
                      {txt}sigma_e {c |} {res} 2.4728293
                          {txt}rho {c |} {res} .13224128{txt}   (fraction of variance due to u_i)
{hline 30}{c BT}{hline 64}
{res}{txt}{p 0 6 2}note: {bf:2008.year#5.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2010.year#4.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2010.year#6.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2007.year#2.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2010.year#3.continent} omitted because of collinearity with the absorbed variable.{p_end}
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   377,282
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    35,103

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.0200{col 63}{txt}min{col 67}={col 69}{res}         6
{txt}     Between = {res}0.0006{col 63}{txt}avg{col 67}={col 69}{res}      10.7
{txt}     Overall = {res}0.0054{col 63}{txt}max{col 67}={col 69}{res}        11

{txt}{col 49}F({res}64{txt}, {res}6031{txt}){col 67}={col 70}{res}    73.88
{txt}corr(u_i, Xb) = {res}-0.4083{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 95:(Std. err. adjusted for {res:6,032} clusters in {res:conpfaf4})}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                       growth{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      t{col 63}   P>|t|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 22}esmpdsi {c |}{col 31}{res}{space 2}-.0059793{col 43}{space 2} .0104146{col 54}{space 1}   -0.57{col 63}{space 3}0.566{col 71}{space 4}-.0263956{col 84}{space 3}  .014437
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2} .0656548{col 43}{space 2} .0221256{col 54}{space 1}    2.97{col 63}{space 3}0.003{col 71}{space 4} .0222806{col 84}{space 3}  .109029
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2} -.003633{col 43}{space 2} .0209837{col 54}{space 1}   -0.17{col 63}{space 3}0.863{col 71}{space 4}-.0447685{col 84}{space 3} .0375025
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0387513{col 43}{space 2} .0199367{col 54}{space 1}   -1.94{col 63}{space 3}0.052{col 71}{space 4}-.0778344{col 84}{space 3} .0003319
{txt}{space 29} {c |}
{space 15}year#continent {c |}
{space 21}2001#AS  {c |}{col 31}{res}{space 2}-.4332614{col 43}{space 2} .0294634{col 54}{space 1}  -14.71{col 63}{space 3}0.000{col 71}{space 4}-.4910203{col 84}{space 3}-.3755025
{txt}{space 21}2001#AU  {c |}{col 31}{res}{space 2}-1.172819{col 43}{space 2} .1530733{col 54}{space 1}   -7.66{col 63}{space 3}0.000{col 71}{space 4}-1.472898{col 84}{space 3} -.872741
{txt}{space 21}2001#EU  {c |}{col 31}{res}{space 2} -1.32435{col 43}{space 2} .1002908{col 54}{space 1}  -13.21{col 63}{space 3}0.000{col 71}{space 4}-1.520956{col 84}{space 3}-1.127744
{txt}{space 21}2001#NA  {c |}{col 31}{res}{space 2}-.0706066{col 43}{space 2} .0207861{col 54}{space 1}   -3.40{col 63}{space 3}0.001{col 71}{space 4}-.1113547{col 84}{space 3}-.0298584
{txt}{space 21}2001#SA  {c |}{col 31}{res}{space 2}-.6865414{col 43}{space 2} .0466888{col 54}{space 1}  -14.70{col 63}{space 3}0.000{col 71}{space 4}-.7780681{col 84}{space 3}-.5950146
{txt}{space 21}2002#AF  {c |}{col 31}{res}{space 2} .0609116{col 43}{space 2} .0156023{col 54}{space 1}    3.90{col 63}{space 3}0.000{col 71}{space 4} .0303255{col 84}{space 3} .0914977
{txt}{space 21}2002#AS  {c |}{col 31}{res}{space 2}-.2938761{col 43}{space 2}   .03693{col 54}{space 1}   -7.96{col 63}{space 3}0.000{col 71}{space 4}-.3662721{col 84}{space 3}-.2214801
{txt}{space 21}2002#AU  {c |}{col 31}{res}{space 2} -.898475{col 43}{space 2} .1831586{col 54}{space 1}   -4.91{col 63}{space 3}0.000{col 71}{space 4}-1.257531{col 84}{space 3}-.5394187
{txt}{space 21}2002#EU  {c |}{col 31}{res}{space 2}-1.275278{col 43}{space 2} .0985936{col 54}{space 1}  -12.93{col 63}{space 3}0.000{col 71}{space 4}-1.468556{col 84}{space 3}-1.081999
{txt}{space 21}2002#NA  {c |}{col 31}{res}{space 2}  .010488{col 43}{space 2} .0222132{col 54}{space 1}    0.47{col 63}{space 3}0.637{col 71}{space 4}-.0330579{col 84}{space 3} .0540339
{txt}{space 21}2002#SA  {c |}{col 31}{res}{space 2}-.5717685{col 43}{space 2} .0366325{col 54}{space 1}  -15.61{col 63}{space 3}0.000{col 71}{space 4}-.6435814{col 84}{space 3}-.4999556
{txt}{space 21}2003#AF  {c |}{col 31}{res}{space 2}-.2261961{col 43}{space 2} .0175953{col 54}{space 1}  -12.86{col 63}{space 3}0.000{col 71}{space 4}-.2606892{col 84}{space 3} -.191703
{txt}{space 21}2003#AS  {c |}{col 31}{res}{space 2}-.6297004{col 43}{space 2} .0420366{col 54}{space 1}  -14.98{col 63}{space 3}0.000{col 71}{space 4} -.712107{col 84}{space 3}-.5472937
{txt}{space 21}2003#AU  {c |}{col 31}{res}{space 2}-1.493596{col 43}{space 2} .1885351{col 54}{space 1}   -7.92{col 63}{space 3}0.000{col 71}{space 4}-1.863192{col 84}{space 3}   -1.124
{txt}{space 21}2003#EU  {c |}{col 31}{res}{space 2}-1.627083{col 43}{space 2} .0891913{col 54}{space 1}  -18.24{col 63}{space 3}0.000{col 71}{space 4} -1.80193{col 84}{space 3}-1.452236
{txt}{space 21}2003#NA  {c |}{col 31}{res}{space 2}-.2924227{col 43}{space 2} .0159096{col 54}{space 1}  -18.38{col 63}{space 3}0.000{col 71}{space 4}-.3236111{col 84}{space 3}-.2612342
{txt}{space 21}2003#SA  {c |}{col 31}{res}{space 2}-.8227896{col 43}{space 2} .0585625{col 54}{space 1}  -14.05{col 63}{space 3}0.000{col 71}{space 4}-.9375929{col 84}{space 3}-.7079863
{txt}{space 21}2004#AF  {c |}{col 31}{res}{space 2} .0217547{col 43}{space 2} .0158264{col 54}{space 1}    1.37{col 63}{space 3}0.169{col 71}{space 4}-.0092708{col 84}{space 3} .0527801
{txt}{space 21}2004#AS  {c |}{col 31}{res}{space 2}-.2375931{col 43}{space 2} .0291338{col 54}{space 1}   -8.16{col 63}{space 3}0.000{col 71}{space 4}-.2947058{col 84}{space 3}-.1804803
{txt}{space 21}2004#AU  {c |}{col 31}{res}{space 2}-1.166582{col 43}{space 2} .1994161{col 54}{space 1}   -5.85{col 63}{space 3}0.000{col 71}{space 4}-1.557509{col 84}{space 3}-.7756551
{txt}{space 21}2004#EU  {c |}{col 31}{res}{space 2}-1.170391{col 43}{space 2} .0901124{col 54}{space 1}  -12.99{col 63}{space 3}0.000{col 71}{space 4}-1.347044{col 84}{space 3}-.9937384
{txt}{space 21}2004#NA  {c |}{col 31}{res}{space 2} .0390149{col 43}{space 2} .0219107{col 54}{space 1}    1.78{col 63}{space 3}0.075{col 71}{space 4}-.0039378{col 84}{space 3} .0819677
{txt}{space 21}2004#SA  {c |}{col 31}{res}{space 2}-.5984026{col 43}{space 2} .0387624{col 54}{space 1}  -15.44{col 63}{space 3}0.000{col 71}{space 4}-.6743907{col 84}{space 3}-.5224145
{txt}{space 21}2005#AF  {c |}{col 31}{res}{space 2} .0402704{col 43}{space 2} .0234619{col 54}{space 1}    1.72{col 63}{space 3}0.086{col 71}{space 4}-.0057233{col 84}{space 3} .0862641
{txt}{space 21}2005#AS  {c |}{col 31}{res}{space 2}-.1634122{col 43}{space 2} .0911615{col 54}{space 1}   -1.79{col 63}{space 3}0.073{col 71}{space 4}-.3421212{col 84}{space 3} .0152968
{txt}{space 21}2005#AU  {c |}{col 31}{res}{space 2}-1.218446{col 43}{space 2} .1887253{col 54}{space 1}   -6.46{col 63}{space 3}0.000{col 71}{space 4}-1.588415{col 84}{space 3}-.8484768
{txt}{space 21}2005#EU  {c |}{col 31}{res}{space 2}-1.105667{col 43}{space 2} .0993996{col 54}{space 1}  -11.12{col 63}{space 3}0.000{col 71}{space 4}-1.300526{col 84}{space 3}-.9108082
{txt}{space 21}2005#NA  {c |}{col 31}{res}{space 2} .0477137{col 43}{space 2} .0218392{col 54}{space 1}    2.18{col 63}{space 3}0.029{col 71}{space 4} .0049011{col 84}{space 3} .0905264
{txt}{space 21}2005#SA  {c |}{col 31}{res}{space 2}-.5306824{col 43}{space 2} .0448792{col 54}{space 1}  -11.82{col 63}{space 3}0.000{col 71}{space 4}-.6186616{col 84}{space 3}-.4427032
{txt}{space 21}2006#AF  {c |}{col 31}{res}{space 2} .1298266{col 43}{space 2} .0192213{col 54}{space 1}    6.75{col 63}{space 3}0.000{col 71}{space 4} .0921459{col 84}{space 3} .1675073
{txt}{space 21}2006#AS  {c |}{col 31}{res}{space 2}-.3706005{col 43}{space 2} .0353244{col 54}{space 1}  -10.49{col 63}{space 3}0.000{col 71}{space 4} -.439849{col 84}{space 3} -.301352
{txt}{space 21}2006#AU  {c |}{col 31}{res}{space 2} -1.15997{col 43}{space 2}  .188337{col 54}{space 1}   -6.16{col 63}{space 3}0.000{col 71}{space 4}-1.529178{col 84}{space 3}-.7907625
{txt}{space 21}2006#EU  {c |}{col 31}{res}{space 2}-1.430365{col 43}{space 2} .1105204{col 54}{space 1}  -12.94{col 63}{space 3}0.000{col 71}{space 4}-1.647025{col 84}{space 3}-1.213706
{txt}{space 21}2006#NA  {c |}{col 31}{res}{space 2}-.0935959{col 43}{space 2} .0294055{col 54}{space 1}   -3.18{col 63}{space 3}0.001{col 71}{space 4}-.1512413{col 84}{space 3}-.0359506
{txt}{space 21}2006#SA  {c |}{col 31}{res}{space 2}-.4494753{col 43}{space 2} .0302313{col 54}{space 1}  -14.87{col 63}{space 3}0.000{col 71}{space 4}-.5087394{col 84}{space 3}-.3902112
{txt}{space 21}2007#AF  {c |}{col 31}{res}{space 2} .1041012{col 43}{space 2} .0158617{col 54}{space 1}    6.56{col 63}{space 3}0.000{col 71}{space 4} .0730065{col 84}{space 3} .1351959
{txt}{space 21}2007#AS  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2007#AU  {c |}{col 31}{res}{space 2}-.9287052{col 43}{space 2} .1684547{col 54}{space 1}   -5.51{col 63}{space 3}0.000{col 71}{space 4}-1.258937{col 84}{space 3}-.5984737
{txt}{space 21}2007#EU  {c |}{col 31}{res}{space 2} -.737308{col 43}{space 2}  .107754{col 54}{space 1}   -6.84{col 63}{space 3}0.000{col 71}{space 4}-.9485444{col 84}{space 3}-.5260717
{txt}{space 21}2007#NA  {c |}{col 31}{res}{space 2} .4001951{col 43}{space 2} .0307654{col 54}{space 1}   13.01{col 63}{space 3}0.000{col 71}{space 4} .3398838{col 84}{space 3} .4605063
{txt}{space 21}2007#SA  {c |}{col 31}{res}{space 2}-.5224441{col 43}{space 2} .0375196{col 54}{space 1}  -13.92{col 63}{space 3}0.000{col 71}{space 4}-.5959959{col 84}{space 3}-.4488923
{txt}{space 21}2008#AF  {c |}{col 31}{res}{space 2}-.0362491{col 43}{space 2} .0171188{col 54}{space 1}   -2.12{col 63}{space 3}0.034{col 71}{space 4} -.069808{col 84}{space 3}-.0026902
{txt}{space 21}2008#AS  {c |}{col 31}{res}{space 2}-.4453692{col 43}{space 2} .0257588{col 54}{space 1}  -17.29{col 63}{space 3}0.000{col 71}{space 4}-.4958656{col 84}{space 3}-.3948727
{txt}{space 21}2008#AU  {c |}{col 31}{res}{space 2}-1.367365{col 43}{space 2} .1990039{col 54}{space 1}   -6.87{col 63}{space 3}0.000{col 71}{space 4}-1.757484{col 84}{space 3}-.9772463
{txt}{space 21}2008#EU  {c |}{col 31}{res}{space 2}-1.366172{col 43}{space 2} .0998985{col 54}{space 1}  -13.68{col 63}{space 3}0.000{col 71}{space 4}-1.562009{col 84}{space 3}-1.170335
{txt}{space 21}2008#NA  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2008#SA  {c |}{col 31}{res}{space 2}-.6012309{col 43}{space 2} .0394999{col 54}{space 1}  -15.22{col 63}{space 3}0.000{col 71}{space 4}-.6786648{col 84}{space 3}-.5237969
{txt}{space 21}2009#AF  {c |}{col 31}{res}{space 2}-.0785232{col 43}{space 2} .0174043{col 54}{space 1}   -4.51{col 63}{space 3}0.000{col 71}{space 4}-.1126419{col 84}{space 3}-.0444046
{txt}{space 21}2009#AS  {c |}{col 31}{res}{space 2}-.5088311{col 43}{space 2} .0379742{col 54}{space 1}  -13.40{col 63}{space 3}0.000{col 71}{space 4} -.583274{col 84}{space 3}-.4343882
{txt}{space 21}2009#AU  {c |}{col 31}{res}{space 2}-.8504449{col 43}{space 2} .4848571{col 54}{space 1}   -1.75{col 63}{space 3}0.079{col 71}{space 4}-1.800938{col 84}{space 3} .1000483
{txt}{space 21}2009#EU  {c |}{col 31}{res}{space 2}-1.459023{col 43}{space 2} .0983426{col 54}{space 1}  -14.84{col 63}{space 3}0.000{col 71}{space 4}-1.651809{col 84}{space 3}-1.266236
{txt}{space 21}2009#NA  {c |}{col 31}{res}{space 2}-.1309618{col 43}{space 2} .0192071{col 54}{space 1}   -6.82{col 63}{space 3}0.000{col 71}{space 4}-.1686147{col 84}{space 3} -.093309
{txt}{space 21}2009#SA  {c |}{col 31}{res}{space 2}-.6547585{col 43}{space 2} .0391195{col 54}{space 1}  -16.74{col 63}{space 3}0.000{col 71}{space 4}-.7314467{col 84}{space 3}-.5780702
{txt}{space 21}2010#AF  {c |}{col 31}{res}{space 2} .9622296{col 43}{space 2} .0795523{col 54}{space 1}   12.10{col 63}{space 3}0.000{col 71}{space 4} .8062787{col 84}{space 3} 1.118181
{txt}{space 21}2010#AS  {c |}{col 31}{res}{space 2} .7597503{col 43}{space 2} .1034617{col 54}{space 1}    7.34{col 63}{space 3}0.000{col 71}{space 4} .5569284{col 84}{space 3} .9625723
{txt}{space 21}2010#AU  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2010#EU  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2010#NA  {c |}{col 31}{res}{space 2} .6019984{col 43}{space 2} .0402231{col 54}{space 1}   14.97{col 63}{space 3}0.000{col 71}{space 4} .5231467{col 84}{space 3}   .68085
{txt}{space 21}2010#SA  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2011#AF  {c |}{col 31}{res}{space 2}-.1109553{col 43}{space 2} .0235231{col 54}{space 1}   -4.72{col 63}{space 3}0.000{col 71}{space 4} -.157069{col 84}{space 3}-.0648415
{txt}{space 21}2011#AS  {c |}{col 31}{res}{space 2}-.4961624{col 43}{space 2} .0348539{col 54}{space 1}  -14.24{col 63}{space 3}0.000{col 71}{space 4}-.5644884{col 84}{space 3}-.4278363
{txt}{space 21}2011#AU  {c |}{col 31}{res}{space 2}-1.322495{col 43}{space 2} .2005865{col 54}{space 1}   -6.59{col 63}{space 3}0.000{col 71}{space 4}-1.715716{col 84}{space 3}-.9292737
{txt}{space 21}2011#EU  {c |}{col 31}{res}{space 2}-1.560023{col 43}{space 2} .1030086{col 54}{space 1}  -15.14{col 63}{space 3}0.000{col 71}{space 4}-1.761957{col 84}{space 3} -1.35809
{txt}{space 21}2011#NA  {c |}{col 31}{res}{space 2}-.1548048{col 43}{space 2} .0169224{col 54}{space 1}   -9.15{col 63}{space 3}0.000{col 71}{space 4}-.1879788{col 84}{space 3}-.1216308
{txt}{space 21}2011#SA  {c |}{col 31}{res}{space 2}-.7210697{col 43}{space 2} .0473374{col 54}{space 1}  -15.23{col 63}{space 3}0.000{col 71}{space 4}-.8138679{col 84}{space 3}-.6282715
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .5619763{col 43}{space 2} .0226981{col 54}{space 1}   24.76{col 63}{space 3}0.000{col 71}{space 4} .5174799{col 84}{space 3} .6064726
{txt}{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                      sigma_u {c |} {res} .96557593
                      {txt}sigma_e {c |} {res}  2.472837
                          {txt}rho {c |} {res} .13229779{txt}   (fraction of variance due to u_i)
{hline 30}{c BT}{hline 64}

{com}. 
. 
. coefplot  (rdsi_temp, label(DSI)) (pdsi_temp, label(sc-PDSI)), base drop(_cons *year* *dev*) xline(0) levels(95) xtitle("Change in growth in lights")  graphregion(fcolor(white)) rename(*.rdsi_cat = .pdsi_cat )
{res}{txt}
{com}. graph export "../output/FigureG1_growth.emf", replace
{txt}{p 0 4 2}
file {bf}
C:\Users\hilar\Box\lights_2022\replication package\code\../output/FigureG1_growth.emf{rm}
saved as
Enhanced Metafile
format
{p_end}

{com}. 
. 
. ** Dam interactions for growth equations
. 
. * characteristics for interactions
. gen nonhydro=((count_dams-count_hydro)>0)
{txt}
{com}. replace rescap=rescap/10^3
{txt}(225,237 real changes made)

{com}. replace rescaphydro=rescaphydro/10^3
{txt}(113,516 real changes made)

{com}. gen pop=pop2000/10^3
{txt}(40,860 missing values generated)

{com}. 
. label var ifdam "Dam"
{txt}
{com}. label var nonhydro "Nonhydro dam"
{txt}
{com}. 
. *explicit interactions for cleaner output
. foreach var in ifdam ifhydro nonhydro pop rescap rescaphydro {c -(}
{txt}  2{com}.         gen esmdsi_`var'=(dsi_cat11<=3)*`var'
{txt}  3{com}.         gen esmpdsi_`var'=(pdsi_cat<=3)*`var'
{txt}  4{com}.         local damlabel : variable label `var'
{txt}  5{com}.         di `var' "`damlabel'"
{txt}  6{com}.         label var esmdsi_`var' "`damlabel'* drought "
{txt}  7{com}. {c )-}
{txt}(40,860 missing values generated)
(40,860 missing values generated)
0Dam
(40,860 missing values generated)
(40,860 missing values generated)
0Local hydro dam
0Nonhydro dam
(40,860 missing values generated)
(40,860 missing values generated)
.00016042
(40,860 missing values generated)
(40,860 missing values generated)
0Reservoir capacity (km^3)
(40,860 missing values generated)
(40,860 missing values generated)
0Reservoir capacity hydro dams (km^3)

{com}. 
. label var esmdsi_ifdam "Dam* drought"
{txt}
{com}. label var esmdsi_ifhydro "Hydro dam* drought"
{txt}
{com}. label var esmdsi_nonhydro "Nonhydro dam* drought"
{txt}
{com}. label var esmdsi_pop "Pop density* drought"
{txt}
{com}. label var esmdsi_rescap "Dam reservoir capacity* drought*"
{txt}
{com}. label var esmdsi_rescaphydro "Hydro reservoir capacity* drought"
{txt}
{com}. 
. 
. 
. eststo: xtreg growth esmdsi esmdsi_ifdam c.dev_tmp##c.dev_tmp##c.dev_tmp i.year#i.continent if flare==0, fe vce(cluster conpfaf4)
{res}{txt}{p 0 6 2}note: {bf:2007.year#2.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2008.year#5.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2003.year#6.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2004.year#4.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2010.year#3.continent} omitted because of collinearity with the absorbed variable.{p_end}
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   401,072
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    37,319

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.0204{col 63}{txt}min{col 67}={col 69}{res}         6
{txt}     Between = {res}0.0015{col 63}{txt}avg{col 67}={col 69}{res}      10.7
{txt}     Overall = {res}0.0094{col 63}{txt}max{col 67}={col 69}{res}        11

{txt}{col 49}F({res}65{txt}, {res}6127{txt}){col 67}={col 70}{res}    68.51
{txt}corr(u_i, Xb) = {res}-0.2234{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 95:(Std. err. adjusted for {res:6,128} clusters in {res:conpfaf4})}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                       growth{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      t{col 63}   P>|t|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 23}esmdsi {c |}{col 31}{res}{space 2}-.0337792{col 43}{space 2} .0213237{col 54}{space 1}   -1.58{col 63}{space 3}0.113{col 71}{space 4}-.0755812{col 84}{space 3} .0080228
{txt}{space 17}esmdsi_ifdam {c |}{col 31}{res}{space 2} .0497228{col 43}{space 2}  .026472{col 54}{space 1}    1.88{col 63}{space 3}0.060{col 71}{space 4}-.0021715{col 84}{space 3} .1016172
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2} .0640654{col 43}{space 2}  .021094{col 54}{space 1}    3.04{col 63}{space 3}0.002{col 71}{space 4} .0227137{col 84}{space 3} .1054171
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2} .0007385{col 43}{space 2} .0204723{col 54}{space 1}    0.04{col 63}{space 3}0.971{col 71}{space 4}-.0393944{col 84}{space 3} .0408714
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0423706{col 43}{space 2} .0192808{col 54}{space 1}   -2.20{col 63}{space 3}0.028{col 71}{space 4}-.0801678{col 84}{space 3}-.0045734
{txt}{space 29} {c |}
{space 15}year#continent {c |}
{space 21}2001#AS  {c |}{col 31}{res}{space 2}-.4272916{col 43}{space 2} .0282129{col 54}{space 1}  -15.15{col 63}{space 3}0.000{col 71}{space 4}-.4825988{col 84}{space 3}-.3719845
{txt}{space 21}2001#AU  {c |}{col 31}{res}{space 2}-1.147364{col 43}{space 2}  .261743{col 54}{space 1}   -4.38{col 63}{space 3}0.000{col 71}{space 4}-1.660472{col 84}{space 3}-.6342561
{txt}{space 21}2001#EU  {c |}{col 31}{res}{space 2}-.1519701{col 43}{space 2} .0272905{col 54}{space 1}   -5.57{col 63}{space 3}0.000{col 71}{space 4}-.2054692{col 84}{space 3} -.098471
{txt}{space 21}2001#NA  {c |}{col 31}{res}{space 2}-.0566505{col 43}{space 2}  .020104{col 54}{space 1}   -2.82{col 63}{space 3}0.005{col 71}{space 4}-.0960614{col 84}{space 3}-.0172395
{txt}{space 21}2001#SA  {c |}{col 31}{res}{space 2} .1408149{col 43}{space 2} .0180839{col 54}{space 1}    7.79{col 63}{space 3}0.000{col 71}{space 4}  .105364{col 84}{space 3} .1762658
{txt}{space 21}2002#AF  {c |}{col 31}{res}{space 2} .0649085{col 43}{space 2} .0153005{col 54}{space 1}    4.24{col 63}{space 3}0.000{col 71}{space 4} .0349141{col 84}{space 3} .0949028
{txt}{space 21}2002#AS  {c |}{col 31}{res}{space 2}-.2898028{col 43}{space 2} .0354036{col 54}{space 1}   -8.19{col 63}{space 3}0.000{col 71}{space 4}-.3592064{col 84}{space 3}-.2203993
{txt}{space 21}2002#AU  {c |}{col 31}{res}{space 2}-.9232715{col 43}{space 2} .2949391{col 54}{space 1}   -3.13{col 63}{space 3}0.002{col 71}{space 4}-1.501456{col 84}{space 3}-.3450872
{txt}{space 21}2002#EU  {c |}{col 31}{res}{space 2}-.0914368{col 43}{space 2}  .044191{col 54}{space 1}   -2.07{col 63}{space 3}0.039{col 71}{space 4}-.1780667{col 84}{space 3} -.004807
{txt}{space 21}2002#NA  {c |}{col 31}{res}{space 2} .0170676{col 43}{space 2}  .021527{col 54}{space 1}    0.79{col 63}{space 3}0.428{col 71}{space 4}-.0251329{col 84}{space 3}  .059268
{txt}{space 21}2002#SA  {c |}{col 31}{res}{space 2} .2538684{col 43}{space 2} .0307642{col 54}{space 1}    8.25{col 63}{space 3}0.000{col 71}{space 4} .1935598{col 84}{space 3} .3141769
{txt}{space 21}2003#AF  {c |}{col 31}{res}{space 2}-.2213071{col 43}{space 2} .0166913{col 54}{space 1}  -13.26{col 63}{space 3}0.000{col 71}{space 4} -.254028{col 84}{space 3}-.1885862
{txt}{space 21}2003#AS  {c |}{col 31}{res}{space 2}-.6208277{col 43}{space 2}  .039913{col 54}{space 1}  -15.55{col 63}{space 3}0.000{col 71}{space 4}-.6990713{col 84}{space 3}-.5425841
{txt}{space 21}2003#AU  {c |}{col 31}{res}{space 2}-1.468193{col 43}{space 2} .2972655{col 54}{space 1}   -4.94{col 63}{space 3}0.000{col 71}{space 4}-2.050938{col 84}{space 3}-.8854484
{txt}{space 21}2003#EU  {c |}{col 31}{res}{space 2}-.4386541{col 43}{space 2} .0397883{col 54}{space 1}  -11.02{col 63}{space 3}0.000{col 71}{space 4}-.5166532{col 84}{space 3} -.360655
{txt}{space 21}2003#NA  {c |}{col 31}{res}{space 2}-.2853249{col 43}{space 2} .0152226{col 54}{space 1}  -18.74{col 63}{space 3}0.000{col 71}{space 4}-.3151666{col 84}{space 3}-.2554833
{txt}{space 21}2003#SA  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2004#AF  {c |}{col 31}{res}{space 2} .0238075{col 43}{space 2} .0149654{col 54}{space 1}    1.59{col 63}{space 3}0.112{col 71}{space 4}-.0055298{col 84}{space 3} .0531449
{txt}{space 21}2004#AS  {c |}{col 31}{res}{space 2}-.2286639{col 43}{space 2} .0285204{col 54}{space 1}   -8.02{col 63}{space 3}0.000{col 71}{space 4} -.284574{col 84}{space 3}-.1727538
{txt}{space 21}2004#AU  {c |}{col 31}{res}{space 2} -1.14603{col 43}{space 2} .3152184{col 54}{space 1}   -3.64{col 63}{space 3}0.000{col 71}{space 4}-1.763968{col 84}{space 3}-.5280911
{txt}{space 21}2004#EU  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2004#NA  {c |}{col 31}{res}{space 2} .0464032{col 43}{space 2} .0205988{col 54}{space 1}    2.25{col 63}{space 3}0.024{col 71}{space 4} .0060224{col 84}{space 3}  .086784
{txt}{space 21}2004#SA  {c |}{col 31}{res}{space 2} .2235079{col 43}{space 2} .0281167{col 54}{space 1}    7.95{col 63}{space 3}0.000{col 71}{space 4} .1683892{col 84}{space 3} .2786266
{txt}{space 21}2005#AF  {c |}{col 31}{res}{space 2} .0478742{col 43}{space 2} .0225384{col 54}{space 1}    2.12{col 63}{space 3}0.034{col 71}{space 4}  .003691{col 84}{space 3} .0920574
{txt}{space 21}2005#AS  {c |}{col 31}{res}{space 2}-.1637955{col 43}{space 2} .0876072{col 54}{space 1}   -1.87{col 63}{space 3}0.062{col 71}{space 4}-.3355363{col 84}{space 3} .0079453
{txt}{space 21}2005#AU  {c |}{col 31}{res}{space 2}-1.202119{col 43}{space 2} .2936581{col 54}{space 1}   -4.09{col 63}{space 3}0.000{col 71}{space 4}-1.777792{col 84}{space 3}-.6264461
{txt}{space 21}2005#EU  {c |}{col 31}{res}{space 2} .0600178{col 43}{space 2} .0558913{col 54}{space 1}    1.07{col 63}{space 3}0.283{col 71}{space 4}-.0495487{col 84}{space 3} .1695843
{txt}{space 21}2005#NA  {c |}{col 31}{res}{space 2} .0532101{col 43}{space 2} .0202676{col 54}{space 1}    2.63{col 63}{space 3}0.009{col 71}{space 4} .0134786{col 84}{space 3} .0929416
{txt}{space 21}2005#SA  {c |}{col 31}{res}{space 2} .2955315{col 43}{space 2}  .023946{col 54}{space 1}   12.34{col 63}{space 3}0.000{col 71}{space 4} .2485889{col 84}{space 3} .3424741
{txt}{space 21}2006#AF  {c |}{col 31}{res}{space 2} .1329458{col 43}{space 2} .0195755{col 54}{space 1}    6.79{col 63}{space 3}0.000{col 71}{space 4} .0945709{col 84}{space 3} .1713207
{txt}{space 21}2006#AS  {c |}{col 31}{res}{space 2} -.367441{col 43}{space 2} .0337283{col 54}{space 1}  -10.89{col 63}{space 3}0.000{col 71}{space 4}-.4335604{col 84}{space 3}-.3013217
{txt}{space 21}2006#AU  {c |}{col 31}{res}{space 2}-1.154072{col 43}{space 2} .3055168{col 54}{space 1}   -3.78{col 63}{space 3}0.000{col 71}{space 4}-1.752993{col 84}{space 3}-.5551522
{txt}{space 21}2006#EU  {c |}{col 31}{res}{space 2}-.2427005{col 43}{space 2} .0409016{col 54}{space 1}   -5.93{col 63}{space 3}0.000{col 71}{space 4} -.322882{col 84}{space 3} -.162519
{txt}{space 21}2006#NA  {c |}{col 31}{res}{space 2}-.0796055{col 43}{space 2} .0277614{col 54}{space 1}   -2.87{col 63}{space 3}0.004{col 71}{space 4}-.1340276{col 84}{space 3}-.0251834
{txt}{space 21}2006#SA  {c |}{col 31}{res}{space 2} .3791579{col 43}{space 2} .0416041{col 54}{space 1}    9.11{col 63}{space 3}0.000{col 71}{space 4} .2975994{col 84}{space 3} .4607165
{txt}{space 21}2007#AF  {c |}{col 31}{res}{space 2} .1045222{col 43}{space 2} .0152929{col 54}{space 1}    6.83{col 63}{space 3}0.000{col 71}{space 4} .0745429{col 84}{space 3} .1345016
{txt}{space 21}2007#AS  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2007#AU  {c |}{col 31}{res}{space 2}-.9258462{col 43}{space 2} .2440777{col 54}{space 1}   -3.79{col 63}{space 3}0.000{col 71}{space 4}-1.404324{col 84}{space 3}-.4473682
{txt}{space 21}2007#EU  {c |}{col 31}{res}{space 2} .4253355{col 43}{space 2} .1211473{col 54}{space 1}    3.51{col 63}{space 3}0.000{col 71}{space 4} .1878442{col 84}{space 3} .6628267
{txt}{space 21}2007#NA  {c |}{col 31}{res}{space 2} .4038451{col 43}{space 2} .0304741{col 54}{space 1}   13.25{col 63}{space 3}0.000{col 71}{space 4} .3441052{col 84}{space 3}  .463585
{txt}{space 21}2007#SA  {c |}{col 31}{res}{space 2} .3000926{col 43}{space 2} .0262492{col 54}{space 1}   11.43{col 63}{space 3}0.000{col 71}{space 4} .2486349{col 84}{space 3} .3515502
{txt}{space 21}2008#AF  {c |}{col 31}{res}{space 2}-.0313424{col 43}{space 2} .0164824{col 54}{space 1}   -1.90{col 63}{space 3}0.057{col 71}{space 4}-.0636537{col 84}{space 3}  .000969
{txt}{space 21}2008#AS  {c |}{col 31}{res}{space 2}-.4364634{col 43}{space 2} .0250241{col 54}{space 1}  -17.44{col 63}{space 3}0.000{col 71}{space 4}-.4855193{col 84}{space 3}-.3874074
{txt}{space 21}2008#AU  {c |}{col 31}{res}{space 2}-1.326004{col 43}{space 2} .3166737{col 54}{space 1}   -4.19{col 63}{space 3}0.000{col 71}{space 4}-1.946796{col 84}{space 3}-.7052125
{txt}{space 21}2008#EU  {c |}{col 31}{res}{space 2}-.1861582{col 43}{space 2} .0294575{col 54}{space 1}   -6.32{col 63}{space 3}0.000{col 71}{space 4}-.2439052{col 84}{space 3}-.1284111
{txt}{space 21}2008#NA  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2008#SA  {c |}{col 31}{res}{space 2} .2226976{col 43}{space 2} .0236501{col 54}{space 1}    9.42{col 63}{space 3}0.000{col 71}{space 4} .1763351{col 84}{space 3}   .26906
{txt}{space 21}2009#AF  {c |}{col 31}{res}{space 2}-.0721534{col 43}{space 2} .0161753{col 54}{space 1}   -4.46{col 63}{space 3}0.000{col 71}{space 4}-.1038627{col 84}{space 3}-.0404441
{txt}{space 21}2009#AS  {c |}{col 31}{res}{space 2}-.5034401{col 43}{space 2} .0363098{col 54}{space 1}  -13.87{col 63}{space 3}0.000{col 71}{space 4}  -.57462{col 84}{space 3}-.4322602
{txt}{space 21}2009#AU  {c |}{col 31}{res}{space 2}-.9153143{col 43}{space 2} .4550746{col 54}{space 1}   -2.01{col 63}{space 3}0.044{col 71}{space 4} -1.80742{col 84}{space 3}-.0232083
{txt}{space 21}2009#EU  {c |}{col 31}{res}{space 2}-.2827978{col 43}{space 2} .0241615{col 54}{space 1}  -11.70{col 63}{space 3}0.000{col 71}{space 4}-.3301627{col 84}{space 3}-.2354328
{txt}{space 21}2009#NA  {c |}{col 31}{res}{space 2}-.1264442{col 43}{space 2} .0182234{col 54}{space 1}   -6.94{col 63}{space 3}0.000{col 71}{space 4}-.1621685{col 84}{space 3}-.0907198
{txt}{space 21}2009#SA  {c |}{col 31}{res}{space 2}  .173359{col 43}{space 2} .0257722{col 54}{space 1}    6.73{col 63}{space 3}0.000{col 71}{space 4} .1228365{col 84}{space 3} .2238815
{txt}{space 21}2010#AF  {c |}{col 31}{res}{space 2}  .942351{col 43}{space 2} .0745865{col 54}{space 1}   12.63{col 63}{space 3}0.000{col 71}{space 4} .7961353{col 84}{space 3} 1.088567
{txt}{space 21}2010#AS  {c |}{col 31}{res}{space 2} .7437487{col 43}{space 2} .0989588{col 54}{space 1}    7.52{col 63}{space 3}0.000{col 71}{space 4} .5497547{col 84}{space 3} .9377428
{txt}{space 21}2010#AU  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2010#EU  {c |}{col 31}{res}{space 2} 1.171552{col 43}{space 2} .0898606{col 54}{space 1}   13.04{col 63}{space 3}0.000{col 71}{space 4} .9953932{col 84}{space 3}  1.34771
{txt}{space 21}2010#NA  {c |}{col 31}{res}{space 2} .6082033{col 43}{space 2} .0401775{col 54}{space 1}   15.14{col 63}{space 3}0.000{col 71}{space 4} .5294413{col 84}{space 3} .6869652
{txt}{space 21}2010#SA  {c |}{col 31}{res}{space 2} .8301881{col 43}{space 2} .0597223{col 54}{space 1}   13.90{col 63}{space 3}0.000{col 71}{space 4} .7131114{col 84}{space 3} .9472648
{txt}{space 21}2011#AF  {c |}{col 31}{res}{space 2}-.1054086{col 43}{space 2} .0222906{col 54}{space 1}   -4.73{col 63}{space 3}0.000{col 71}{space 4} -.149106{col 84}{space 3}-.0617111
{txt}{space 21}2011#AS  {c |}{col 31}{res}{space 2}-.4849912{col 43}{space 2} .0328628{col 54}{space 1}  -14.76{col 63}{space 3}0.000{col 71}{space 4}-.5494137{col 84}{space 3}-.4205686
{txt}{space 21}2011#AU  {c |}{col 31}{res}{space 2}-1.296796{col 43}{space 2} .3215846{col 54}{space 1}   -4.03{col 63}{space 3}0.000{col 71}{space 4}-1.927215{col 84}{space 3}-.6663771
{txt}{space 21}2011#EU  {c |}{col 31}{res}{space 2}-.3745702{col 43}{space 2} .0342424{col 54}{space 1}  -10.94{col 63}{space 3}0.000{col 71}{space 4}-.4416973{col 84}{space 3}-.3074432
{txt}{space 21}2011#NA  {c |}{col 31}{res}{space 2}-.1447817{col 43}{space 2} .0159438{col 54}{space 1}   -9.08{col 63}{space 3}0.000{col 71}{space 4}-.1760372{col 84}{space 3}-.1135261
{txt}{space 21}2011#SA  {c |}{col 31}{res}{space 2} .1014039{col 43}{space 2} .0199945{col 54}{space 1}    5.07{col 63}{space 3}0.000{col 71}{space 4} .0622077{col 84}{space 3} .1406001
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .2061914{col 43}{space 2}  .015811{col 54}{space 1}   13.04{col 63}{space 3}0.000{col 71}{space 4} .1751962{col 84}{space 3} .2371865
{txt}{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                      sigma_u {c |} {res} .87753144
                      {txt}sigma_e {c |} {res} 2.4219565
                          {txt}rho {c |} {res} .11604415{txt}   (fraction of variance due to u_i)
{hline 30}{c BT}{hline 64}
({res}est3{txt} stored)

{com}. eststo: xtreg growth esmdsi esmdsi_ifdam esmdsi_ifhydro c.dev_tmp##c.dev_tmp##c.dev_tmp i.year#i.continent if flare==0, fe vce(cluster conpfaf4)
{res}{txt}{p 0 6 2}note: {bf:2007.year#2.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2008.year#5.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2003.year#6.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2004.year#4.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2010.year#3.continent} omitted because of collinearity with the absorbed variable.{p_end}
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   401,072
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    37,319

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.0204{col 63}{txt}min{col 67}={col 69}{res}         6
{txt}     Between = {res}0.0015{col 63}{txt}avg{col 67}={col 69}{res}      10.7
{txt}     Overall = {res}0.0094{col 63}{txt}max{col 67}={col 69}{res}        11

{txt}{col 49}F({res}66{txt}, {res}6127{txt}){col 67}={col 70}{res}    68.76
{txt}corr(u_i, Xb) = {res}-0.2239{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 95:(Std. err. adjusted for {res:6,128} clusters in {res:conpfaf4})}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                       growth{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      t{col 63}   P>|t|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 23}esmdsi {c |}{col 31}{res}{space 2}-.0337044{col 43}{space 2} .0213141{col 54}{space 1}   -1.58{col 63}{space 3}0.114{col 71}{space 4}-.0754876{col 84}{space 3} .0080788
{txt}{space 17}esmdsi_ifdam {c |}{col 31}{res}{space 2} .0822647{col 43}{space 2} .0338677{col 54}{space 1}    2.43{col 63}{space 3}0.015{col 71}{space 4} .0158721{col 84}{space 3} .1486573
{txt}{space 15}esmdsi_ifhydro {c |}{col 31}{res}{space 2}-.0658431{col 43}{space 2} .0289614{col 54}{space 1}   -2.27{col 63}{space 3}0.023{col 71}{space 4}-.1226176{col 84}{space 3}-.0090686
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2} .0638225{col 43}{space 2} .0210617{col 54}{space 1}    3.03{col 63}{space 3}0.002{col 71}{space 4} .0225343{col 84}{space 3} .1051108
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}  .000578{col 43}{space 2} .0204741{col 54}{space 1}    0.03{col 63}{space 3}0.977{col 71}{space 4}-.0395584{col 84}{space 3} .0407144
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0422207{col 43}{space 2} .0192755{col 54}{space 1}   -2.19{col 63}{space 3}0.029{col 71}{space 4}-.0800075{col 84}{space 3}-.0044338
{txt}{space 29} {c |}
{space 15}year#continent {c |}
{space 21}2001#AS  {c |}{col 31}{res}{space 2}-.4285206{col 43}{space 2} .0282103{col 54}{space 1}  -15.19{col 63}{space 3}0.000{col 71}{space 4}-.4838227{col 84}{space 3}-.3732186
{txt}{space 21}2001#AU  {c |}{col 31}{res}{space 2}-1.148684{col 43}{space 2}  .261702{col 54}{space 1}   -4.39{col 63}{space 3}0.000{col 71}{space 4}-1.661711{col 84}{space 3}-.6356556
{txt}{space 21}2001#EU  {c |}{col 31}{res}{space 2}-.1508992{col 43}{space 2} .0275384{col 54}{space 1}   -5.48{col 63}{space 3}0.000{col 71}{space 4}-.2048841{col 84}{space 3}-.0969143
{txt}{space 21}2001#NA  {c |}{col 31}{res}{space 2}-.0570446{col 43}{space 2} .0201854{col 54}{space 1}   -2.83{col 63}{space 3}0.005{col 71}{space 4} -.096615{col 84}{space 3}-.0174741
{txt}{space 21}2001#SA  {c |}{col 31}{res}{space 2} .1411486{col 43}{space 2} .0181667{col 54}{space 1}    7.77{col 63}{space 3}0.000{col 71}{space 4} .1055355{col 84}{space 3} .1767618
{txt}{space 21}2002#AF  {c |}{col 31}{res}{space 2} .0634274{col 43}{space 2}  .015423{col 54}{space 1}    4.11{col 63}{space 3}0.000{col 71}{space 4} .0331929{col 84}{space 3} .0936619
{txt}{space 21}2002#AS  {c |}{col 31}{res}{space 2}-.2916459{col 43}{space 2}  .035314{col 54}{space 1}   -8.26{col 63}{space 3}0.000{col 71}{space 4}-.3608738{col 84}{space 3} -.222418
{txt}{space 21}2002#AU  {c |}{col 31}{res}{space 2}-.9274747{col 43}{space 2} .2944995{col 54}{space 1}   -3.15{col 63}{space 3}0.002{col 71}{space 4}-1.504797{col 84}{space 3}-.3501522
{txt}{space 21}2002#EU  {c |}{col 31}{res}{space 2}-.0914061{col 43}{space 2} .0442728{col 54}{space 1}   -2.06{col 63}{space 3}0.039{col 71}{space 4}-.1781963{col 84}{space 3}-.0046159
{txt}{space 21}2002#NA  {c |}{col 31}{res}{space 2} .0158245{col 43}{space 2} .0215826{col 54}{space 1}    0.73{col 63}{space 3}0.463{col 71}{space 4} -.026485{col 84}{space 3}  .058134
{txt}{space 21}2002#SA  {c |}{col 31}{res}{space 2} .2535317{col 43}{space 2}  .031136{col 54}{space 1}    8.14{col 63}{space 3}0.000{col 71}{space 4} .1924942{col 84}{space 3} .3145692
{txt}{space 21}2003#AF  {c |}{col 31}{res}{space 2}-.2234476{col 43}{space 2} .0165379{col 54}{space 1}  -13.51{col 63}{space 3}0.000{col 71}{space 4}-.2558676{col 84}{space 3}-.1910275
{txt}{space 21}2003#AS  {c |}{col 31}{res}{space 2}-.6213916{col 43}{space 2} .0398023{col 54}{space 1}  -15.61{col 63}{space 3}0.000{col 71}{space 4} -.699418{col 84}{space 3}-.5433651
{txt}{space 21}2003#AU  {c |}{col 31}{res}{space 2}-1.469121{col 43}{space 2} .2972248{col 54}{space 1}   -4.94{col 63}{space 3}0.000{col 71}{space 4}-2.051786{col 84}{space 3} -.886456
{txt}{space 21}2003#EU  {c |}{col 31}{res}{space 2}-.4379465{col 43}{space 2}  .040021{col 54}{space 1}  -10.94{col 63}{space 3}0.000{col 71}{space 4}-.5164017{col 84}{space 3}-.3594913
{txt}{space 21}2003#NA  {c |}{col 31}{res}{space 2} -.285969{col 43}{space 2} .0152368{col 54}{space 1}  -18.77{col 63}{space 3}0.000{col 71}{space 4}-.3158384{col 84}{space 3}-.2560996
{txt}{space 21}2003#SA  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2004#AF  {c |}{col 31}{res}{space 2} .0243816{col 43}{space 2} .0149819{col 54}{space 1}    1.63{col 63}{space 3}0.104{col 71}{space 4}-.0049883{col 84}{space 3} .0537514
{txt}{space 21}2004#AS  {c |}{col 31}{res}{space 2}-.2292493{col 43}{space 2} .0286654{col 54}{space 1}   -8.00{col 63}{space 3}0.000{col 71}{space 4}-.2854434{col 84}{space 3}-.1730551
{txt}{space 21}2004#AU  {c |}{col 31}{res}{space 2}-1.147612{col 43}{space 2}   .31519{col 54}{space 1}   -3.64{col 63}{space 3}0.000{col 71}{space 4}-1.765495{col 84}{space 3}-.5297285
{txt}{space 21}2004#EU  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2004#NA  {c |}{col 31}{res}{space 2} .0460719{col 43}{space 2} .0206292{col 54}{space 1}    2.23{col 63}{space 3}0.026{col 71}{space 4} .0056314{col 84}{space 3} .0865124
{txt}{space 21}2004#SA  {c |}{col 31}{res}{space 2} .2232218{col 43}{space 2} .0284872{col 54}{space 1}    7.84{col 63}{space 3}0.000{col 71}{space 4} .1673769{col 84}{space 3} .2790667
{txt}{space 21}2005#AF  {c |}{col 31}{res}{space 2} .0462213{col 43}{space 2} .0226958{col 54}{space 1}    2.04{col 63}{space 3}0.042{col 71}{space 4} .0017297{col 84}{space 3}  .090713
{txt}{space 21}2005#AS  {c |}{col 31}{res}{space 2}-.1641761{col 43}{space 2} .0875858{col 54}{space 1}   -1.87{col 63}{space 3}0.061{col 71}{space 4}-.3358751{col 84}{space 3} .0075228
{txt}{space 21}2005#AU  {c |}{col 31}{res}{space 2}-1.203097{col 43}{space 2}  .293578{col 54}{space 1}   -4.10{col 63}{space 3}0.000{col 71}{space 4}-1.778613{col 84}{space 3}-.6275815
{txt}{space 21}2005#EU  {c |}{col 31}{res}{space 2} .0609256{col 43}{space 2} .0558276{col 54}{space 1}    1.09{col 63}{space 3}0.275{col 71}{space 4}-.0485161{col 84}{space 3} .1703672
{txt}{space 21}2005#NA  {c |}{col 31}{res}{space 2} .0529761{col 43}{space 2} .0202872{col 54}{space 1}    2.61{col 63}{space 3}0.009{col 71}{space 4} .0132061{col 84}{space 3}  .092746
{txt}{space 21}2005#SA  {c |}{col 31}{res}{space 2} .2937017{col 43}{space 2} .0240594{col 54}{space 1}   12.21{col 63}{space 3}0.000{col 71}{space 4} .2465369{col 84}{space 3} .3408664
{txt}{space 21}2006#AF  {c |}{col 31}{res}{space 2} .1341666{col 43}{space 2} .0195923{col 54}{space 1}    6.85{col 63}{space 3}0.000{col 71}{space 4} .0957589{col 84}{space 3} .1725743
{txt}{space 21}2006#AS  {c |}{col 31}{res}{space 2}-.3677231{col 43}{space 2} .0337574{col 54}{space 1}  -10.89{col 63}{space 3}0.000{col 71}{space 4}-.4338994{col 84}{space 3}-.3015467
{txt}{space 21}2006#AU  {c |}{col 31}{res}{space 2}-1.155369{col 43}{space 2} .3054105{col 54}{space 1}   -3.78{col 63}{space 3}0.000{col 71}{space 4}-1.754081{col 84}{space 3}-.5566569
{txt}{space 21}2006#EU  {c |}{col 31}{res}{space 2}-.2419244{col 43}{space 2} .0411544{col 54}{space 1}   -5.88{col 63}{space 3}0.000{col 71}{space 4}-.3226015{col 84}{space 3}-.1612473
{txt}{space 21}2006#NA  {c |}{col 31}{res}{space 2}-.0803619{col 43}{space 2} .0277496{col 54}{space 1}   -2.90{col 63}{space 3}0.004{col 71}{space 4}-.1347608{col 84}{space 3} -.025963
{txt}{space 21}2006#SA  {c |}{col 31}{res}{space 2} .3784967{col 43}{space 2}  .042082{col 54}{space 1}    8.99{col 63}{space 3}0.000{col 71}{space 4} .2960013{col 84}{space 3} .4609921
{txt}{space 21}2007#AF  {c |}{col 31}{res}{space 2} .1039493{col 43}{space 2} .0153686{col 54}{space 1}    6.76{col 63}{space 3}0.000{col 71}{space 4} .0738215{col 84}{space 3} .1340771
{txt}{space 21}2007#AS  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2007#AU  {c |}{col 31}{res}{space 2}-.9273578{col 43}{space 2} .2439668{col 54}{space 1}   -3.80{col 63}{space 3}0.000{col 71}{space 4}-1.405618{col 84}{space 3}-.4490972
{txt}{space 21}2007#EU  {c |}{col 31}{res}{space 2} .4244036{col 43}{space 2} .1208067{col 54}{space 1}    3.51{col 63}{space 3}0.000{col 71}{space 4}   .18758{col 84}{space 3} .6612273
{txt}{space 21}2007#NA  {c |}{col 31}{res}{space 2} .4043318{col 43}{space 2} .0305219{col 54}{space 1}   13.25{col 63}{space 3}0.000{col 71}{space 4} .3444981{col 84}{space 3} .4641656
{txt}{space 21}2007#SA  {c |}{col 31}{res}{space 2} .2992408{col 43}{space 2} .0264924{col 54}{space 1}   11.30{col 63}{space 3}0.000{col 71}{space 4} .2473064{col 84}{space 3} .3511752
{txt}{space 21}2008#AF  {c |}{col 31}{res}{space 2}-.0304785{col 43}{space 2} .0164764{col 54}{space 1}   -1.85{col 63}{space 3}0.064{col 71}{space 4}-.0627781{col 84}{space 3} .0018211
{txt}{space 21}2008#AS  {c |}{col 31}{res}{space 2} -.436101{col 43}{space 2} .0249672{col 54}{space 1}  -17.47{col 63}{space 3}0.000{col 71}{space 4}-.4850455{col 84}{space 3}-.3871566
{txt}{space 21}2008#AU  {c |}{col 31}{res}{space 2}-1.327193{col 43}{space 2} .3165789{col 54}{space 1}   -4.19{col 63}{space 3}0.000{col 71}{space 4}-1.947799{col 84}{space 3}-.7065874
{txt}{space 21}2008#EU  {c |}{col 31}{res}{space 2}-.1864455{col 43}{space 2} .0295129{col 54}{space 1}   -6.32{col 63}{space 3}0.000{col 71}{space 4}-.2443011{col 84}{space 3}-.1285898
{txt}{space 21}2008#NA  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2008#SA  {c |}{col 31}{res}{space 2} .2232316{col 43}{space 2} .0238231{col 54}{space 1}    9.37{col 63}{space 3}0.000{col 71}{space 4}   .17653{col 84}{space 3} .2699331
{txt}{space 21}2009#AF  {c |}{col 31}{res}{space 2}-.0709441{col 43}{space 2} .0160768{col 54}{space 1}   -4.41{col 63}{space 3}0.000{col 71}{space 4}-.1024602{col 84}{space 3} -.039428
{txt}{space 21}2009#AS  {c |}{col 31}{res}{space 2}-.5030822{col 43}{space 2} .0363874{col 54}{space 1}  -13.83{col 63}{space 3}0.000{col 71}{space 4}-.5744144{col 84}{space 3}  -.43175
{txt}{space 21}2009#AU  {c |}{col 31}{res}{space 2} -.916769{col 43}{space 2} .4550668{col 54}{space 1}   -2.01{col 63}{space 3}0.044{col 71}{space 4} -1.80886{col 84}{space 3}-.0246783
{txt}{space 21}2009#EU  {c |}{col 31}{res}{space 2}-.2814894{col 43}{space 2} .0239105{col 54}{space 1}  -11.77{col 63}{space 3}0.000{col 71}{space 4}-.3283623{col 84}{space 3}-.2346164
{txt}{space 21}2009#NA  {c |}{col 31}{res}{space 2}-.1254093{col 43}{space 2} .0180967{col 54}{space 1}   -6.93{col 63}{space 3}0.000{col 71}{space 4}-.1608852{col 84}{space 3}-.0899333
{txt}{space 21}2009#SA  {c |}{col 31}{res}{space 2} .1736426{col 43}{space 2}  .025923{col 54}{space 1}    6.70{col 63}{space 3}0.000{col 71}{space 4} .1228245{col 84}{space 3} .2244607
{txt}{space 21}2010#AF  {c |}{col 31}{res}{space 2} .9431551{col 43}{space 2} .0745896{col 54}{space 1}   12.64{col 63}{space 3}0.000{col 71}{space 4} .7969333{col 84}{space 3} 1.089377
{txt}{space 21}2010#AS  {c |}{col 31}{res}{space 2} .7435183{col 43}{space 2} .0989863{col 54}{space 1}    7.51{col 63}{space 3}0.000{col 71}{space 4} .5494704{col 84}{space 3} .9375662
{txt}{space 21}2010#AU  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2010#EU  {c |}{col 31}{res}{space 2} 1.172423{col 43}{space 2} .0900208{col 54}{space 1}   13.02{col 63}{space 3}0.000{col 71}{space 4} .9959502{col 84}{space 3} 1.348895
{txt}{space 21}2010#NA  {c |}{col 31}{res}{space 2} .6089058{col 43}{space 2} .0401668{col 54}{space 1}   15.16{col 63}{space 3}0.000{col 71}{space 4} .5301647{col 84}{space 3} .6876469
{txt}{space 21}2010#SA  {c |}{col 31}{res}{space 2} .8268494{col 43}{space 2} .0604397{col 54}{space 1}   13.68{col 63}{space 3}0.000{col 71}{space 4} .7083663{col 84}{space 3} .9453325
{txt}{space 21}2011#AF  {c |}{col 31}{res}{space 2}-.1043586{col 43}{space 2} .0223138{col 54}{space 1}   -4.68{col 63}{space 3}0.000{col 71}{space 4}-.1481014{col 84}{space 3}-.0606157
{txt}{space 21}2011#AS  {c |}{col 31}{res}{space 2}-.4849483{col 43}{space 2} .0328035{col 54}{space 1}  -14.78{col 63}{space 3}0.000{col 71}{space 4}-.5492546{col 84}{space 3} -.420642
{txt}{space 21}2011#AU  {c |}{col 31}{res}{space 2} -1.29738{col 43}{space 2} .3216905{col 54}{space 1}   -4.03{col 63}{space 3}0.000{col 71}{space 4}-1.928007{col 84}{space 3} -.666754
{txt}{space 21}2011#EU  {c |}{col 31}{res}{space 2}-.3741827{col 43}{space 2} .0344506{col 54}{space 1}  -10.86{col 63}{space 3}0.000{col 71}{space 4} -.441718{col 84}{space 3}-.3066475
{txt}{space 21}2011#NA  {c |}{col 31}{res}{space 2}-.1462229{col 43}{space 2} .0160341{col 54}{space 1}   -9.12{col 63}{space 3}0.000{col 71}{space 4}-.1776553{col 84}{space 3}-.1147904
{txt}{space 21}2011#SA  {c |}{col 31}{res}{space 2} .1019484{col 43}{space 2} .0201208{col 54}{space 1}    5.07{col 63}{space 3}0.000{col 71}{space 4} .0625046{col 84}{space 3} .1413922
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .2064246{col 43}{space 2} .0158395{col 54}{space 1}   13.03{col 63}{space 3}0.000{col 71}{space 4} .1753737{col 84}{space 3} .2374755
{txt}{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                      sigma_u {c |} {res} .87770067
                      {txt}sigma_e {c |} {res} 2.4219461
                          {txt}rho {c |} {res}  .1160846{txt}   (fraction of variance due to u_i)
{hline 30}{c BT}{hline 64}
({res}est4{txt} stored)

{com}. eststo: xtreg growth esmdsi esmdsi_ifdam esmdsi_ifhydro esmdsi_pop c.dev_tmp##c.dev_tmp##c.dev_tmp i.year#i.continent if flare==0, fe vce(cluster conpfaf4)
{res}{txt}{p 0 6 2}note: {bf:2007.year#2.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2008.year#5.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2003.year#6.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2004.year#4.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2010.year#3.continent} omitted because of collinearity with the absorbed variable.{p_end}
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   401,072
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    37,319

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.0204{col 63}{txt}min{col 67}={col 69}{res}         6
{txt}     Between = {res}0.0015{col 63}{txt}avg{col 67}={col 69}{res}      10.7
{txt}     Overall = {res}0.0094{col 63}{txt}max{col 67}={col 69}{res}        11

{txt}{col 49}F({res}67{txt}, {res}6127{txt}){col 67}={col 70}{res}    68.82
{txt}corr(u_i, Xb) = {res}-0.2236{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 95:(Std. err. adjusted for {res:6,128} clusters in {res:conpfaf4})}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                       growth{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      t{col 63}   P>|t|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 23}esmdsi {c |}{col 31}{res}{space 2}-.0409583{col 43}{space 2} .0205303{col 54}{space 1}   -2.00{col 63}{space 3}0.046{col 71}{space 4} -.081205{col 84}{space 3}-.0007117
{txt}{space 17}esmdsi_ifdam {c |}{col 31}{res}{space 2} .0733283{col 43}{space 2} .0345328{col 54}{space 1}    2.12{col 63}{space 3}0.034{col 71}{space 4} .0056319{col 84}{space 3} .1410248
{txt}{space 15}esmdsi_ifhydro {c |}{col 31}{res}{space 2} -.063831{col 43}{space 2} .0284903{col 54}{space 1}   -2.24{col 63}{space 3}0.025{col 71}{space 4} -.119682{col 84}{space 3}-.0079799
{txt}{space 19}esmdsi_pop {c |}{col 31}{res}{space 2} .1669385{col 43}{space 2} .0751153{col 54}{space 1}    2.22{col 63}{space 3}0.026{col 71}{space 4} .0196861{col 84}{space 3}  .314191
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2} .0638477{col 43}{space 2} .0210641{col 54}{space 1}    3.03{col 63}{space 3}0.002{col 71}{space 4} .0225547{col 84}{space 3} .1051406
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2} .0005436{col 43}{space 2} .0204771{col 54}{space 1}    0.03{col 63}{space 3}0.979{col 71}{space 4}-.0395987{col 84}{space 3}  .040686
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2} -.042238{col 43}{space 2} .0192735{col 54}{space 1}   -2.19{col 63}{space 3}0.028{col 71}{space 4}-.0800208{col 84}{space 3}-.0044552
{txt}{space 29} {c |}
{space 15}year#continent {c |}
{space 21}2001#AS  {c |}{col 31}{res}{space 2}-.4301294{col 43}{space 2} .0283422{col 54}{space 1}  -15.18{col 63}{space 3}0.000{col 71}{space 4}  -.48569{col 84}{space 3}-.3745687
{txt}{space 21}2001#AU  {c |}{col 31}{res}{space 2}-1.147561{col 43}{space 2} .2605281{col 54}{space 1}   -4.40{col 63}{space 3}0.000{col 71}{space 4}-1.658288{col 84}{space 3}-.6368348
{txt}{space 21}2001#EU  {c |}{col 31}{res}{space 2} -.150844{col 43}{space 2} .0275958{col 54}{space 1}   -5.47{col 63}{space 3}0.000{col 71}{space 4}-.2049415{col 84}{space 3}-.0967464
{txt}{space 21}2001#NA  {c |}{col 31}{res}{space 2}-.0563803{col 43}{space 2} .0201655{col 54}{space 1}   -2.80{col 63}{space 3}0.005{col 71}{space 4}-.0959117{col 84}{space 3}-.0168488
{txt}{space 21}2001#SA  {c |}{col 31}{res}{space 2} .1407859{col 43}{space 2} .0181333{col 54}{space 1}    7.76{col 63}{space 3}0.000{col 71}{space 4} .1052383{col 84}{space 3} .1763335
{txt}{space 21}2002#AF  {c |}{col 31}{res}{space 2} .0640434{col 43}{space 2} .0153877{col 54}{space 1}    4.16{col 63}{space 3}0.000{col 71}{space 4} .0338782{col 84}{space 3} .0942086
{txt}{space 21}2002#AS  {c |}{col 31}{res}{space 2}-.2948584{col 43}{space 2} .0356341{col 54}{space 1}   -8.27{col 63}{space 3}0.000{col 71}{space 4}-.3647139{col 84}{space 3} -.225003
{txt}{space 21}2002#AU  {c |}{col 31}{res}{space 2}-.9309081{col 43}{space 2} .2942508{col 54}{space 1}   -3.16{col 63}{space 3}0.002{col 71}{space 4}-1.507743{col 84}{space 3}-.3540732
{txt}{space 21}2002#EU  {c |}{col 31}{res}{space 2}-.0910709{col 43}{space 2} .0442981{col 54}{space 1}   -2.06{col 63}{space 3}0.040{col 71}{space 4}-.1779107{col 84}{space 3}-.0042312
{txt}{space 21}2002#NA  {c |}{col 31}{res}{space 2}  .017545{col 43}{space 2} .0216403{col 54}{space 1}    0.81{col 63}{space 3}0.418{col 71}{space 4}-.0248776{col 84}{space 3} .0599675
{txt}{space 21}2002#SA  {c |}{col 31}{res}{space 2} .2539551{col 43}{space 2} .0309523{col 54}{space 1}    8.20{col 63}{space 3}0.000{col 71}{space 4} .1932777{col 84}{space 3} .3146324
{txt}{space 21}2003#AF  {c |}{col 31}{res}{space 2}-.2220328{col 43}{space 2} .0166408{col 54}{space 1}  -13.34{col 63}{space 3}0.000{col 71}{space 4}-.2546547{col 84}{space 3} -.189411
{txt}{space 21}2003#AS  {c |}{col 31}{res}{space 2}-.6221371{col 43}{space 2} .0397662{col 54}{space 1}  -15.64{col 63}{space 3}0.000{col 71}{space 4}-.7000928{col 84}{space 3}-.5441813
{txt}{space 21}2003#AU  {c |}{col 31}{res}{space 2}-1.468527{col 43}{space 2}  .296184{col 54}{space 1}   -4.96{col 63}{space 3}0.000{col 71}{space 4}-2.049152{col 84}{space 3}-.8879022
{txt}{space 21}2003#EU  {c |}{col 31}{res}{space 2}-.4399161{col 43}{space 2}  .040151{col 54}{space 1}  -10.96{col 63}{space 3}0.000{col 71}{space 4}-.5186261{col 84}{space 3} -.361206
{txt}{space 21}2003#NA  {c |}{col 31}{res}{space 2}-.2854211{col 43}{space 2} .0152473{col 54}{space 1}  -18.72{col 63}{space 3}0.000{col 71}{space 4}-.3153111{col 84}{space 3} -.255531
{txt}{space 21}2003#SA  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2004#AF  {c |}{col 31}{res}{space 2} .0244532{col 43}{space 2} .0149786{col 54}{space 1}    1.63{col 63}{space 3}0.103{col 71}{space 4}  -.00491{col 84}{space 3} .0538165
{txt}{space 21}2004#AS  {c |}{col 31}{res}{space 2}-.2305477{col 43}{space 2} .0286727{col 54}{space 1}   -8.04{col 63}{space 3}0.000{col 71}{space 4}-.2867563{col 84}{space 3}-.1743391
{txt}{space 21}2004#AU  {c |}{col 31}{res}{space 2}-1.147168{col 43}{space 2} .3141461{col 54}{space 1}   -3.65{col 63}{space 3}0.000{col 71}{space 4}-1.763004{col 84}{space 3} -.531331
{txt}{space 21}2004#EU  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2004#NA  {c |}{col 31}{res}{space 2} .0460087{col 43}{space 2}  .020648{col 54}{space 1}    2.23{col 63}{space 3}0.026{col 71}{space 4} .0055313{col 84}{space 3} .0864861
{txt}{space 21}2004#SA  {c |}{col 31}{res}{space 2} .2232049{col 43}{space 2} .0282919{col 54}{space 1}    7.89{col 63}{space 3}0.000{col 71}{space 4} .1677429{col 84}{space 3} .2786669
{txt}{space 21}2005#AF  {c |}{col 31}{res}{space 2} .0468391{col 43}{space 2} .0226252{col 54}{space 1}    2.07{col 63}{space 3}0.038{col 71}{space 4} .0024856{col 84}{space 3} .0911925
{txt}{space 21}2005#AS  {c |}{col 31}{res}{space 2} -.165223{col 43}{space 2} .0875571{col 54}{space 1}   -1.89{col 63}{space 3}0.059{col 71}{space 4}-.3368657{col 84}{space 3} .0064197
{txt}{space 21}2005#AU  {c |}{col 31}{res}{space 2}-1.205034{col 43}{space 2} .2944084{col 54}{space 1}   -4.09{col 63}{space 3}0.000{col 71}{space 4}-1.782178{col 84}{space 3}-.6278903
{txt}{space 21}2005#EU  {c |}{col 31}{res}{space 2} .0607493{col 43}{space 2} .0558094{col 54}{space 1}    1.09{col 63}{space 3}0.276{col 71}{space 4}-.0486568{col 84}{space 3} .1701553
{txt}{space 21}2005#NA  {c |}{col 31}{res}{space 2} .0526553{col 43}{space 2} .0202906{col 54}{space 1}    2.60{col 63}{space 3}0.009{col 71}{space 4} .0128785{col 84}{space 3} .0924321
{txt}{space 21}2005#SA  {c |}{col 31}{res}{space 2} .2949898{col 43}{space 2} .0239279{col 54}{space 1}   12.33{col 63}{space 3}0.000{col 71}{space 4} .2480826{col 84}{space 3} .3418969
{txt}{space 21}2006#AF  {c |}{col 31}{res}{space 2} .1339305{col 43}{space 2}  .019594{col 54}{space 1}    6.84{col 63}{space 3}0.000{col 71}{space 4} .0955193{col 84}{space 3} .1723417
{txt}{space 21}2006#AS  {c |}{col 31}{res}{space 2}-.3682676{col 43}{space 2} .0337423{col 54}{space 1}  -10.91{col 63}{space 3}0.000{col 71}{space 4}-.4344144{col 84}{space 3}-.3021209
{txt}{space 21}2006#AU  {c |}{col 31}{res}{space 2}-1.157184{col 43}{space 2} .3048329{col 54}{space 1}   -3.80{col 63}{space 3}0.000{col 71}{space 4}-1.754763{col 84}{space 3}-.5596044
{txt}{space 21}2006#EU  {c |}{col 31}{res}{space 2} -.242001{col 43}{space 2} .0412316{col 54}{space 1}   -5.87{col 63}{space 3}0.000{col 71}{space 4}-.3228295{col 84}{space 3}-.1611725
{txt}{space 21}2006#NA  {c |}{col 31}{res}{space 2}-.0793829{col 43}{space 2} .0277329{col 54}{space 1}   -2.86{col 63}{space 3}0.004{col 71}{space 4}-.1337492{col 84}{space 3}-.0250167
{txt}{space 21}2006#SA  {c |}{col 31}{res}{space 2} .3789031{col 43}{space 2} .0418094{col 54}{space 1}    9.06{col 63}{space 3}0.000{col 71}{space 4} .2969421{col 84}{space 3} .4608641
{txt}{space 21}2007#AF  {c |}{col 31}{res}{space 2} .1043761{col 43}{space 2} .0153591{col 54}{space 1}    6.80{col 63}{space 3}0.000{col 71}{space 4}  .074267{col 84}{space 3} .1344853
{txt}{space 21}2007#AS  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2007#AU  {c |}{col 31}{res}{space 2}-.9267493{col 43}{space 2} .2430238{col 54}{space 1}   -3.81{col 63}{space 3}0.000{col 71}{space 4}-1.403161{col 84}{space 3}-.4503373
{txt}{space 21}2007#EU  {c |}{col 31}{res}{space 2} .4238723{col 43}{space 2} .1207081{col 54}{space 1}    3.51{col 63}{space 3}0.000{col 71}{space 4} .1872421{col 84}{space 3} .6605026
{txt}{space 21}2007#NA  {c |}{col 31}{res}{space 2} .4051049{col 43}{space 2} .0305513{col 54}{space 1}   13.26{col 63}{space 3}0.000{col 71}{space 4} .3452136{col 84}{space 3} .4649961
{txt}{space 21}2007#SA  {c |}{col 31}{res}{space 2} .3001573{col 43}{space 2} .0263798{col 54}{space 1}   11.38{col 63}{space 3}0.000{col 71}{space 4} .2484436{col 84}{space 3} .3518709
{txt}{space 21}2008#AF  {c |}{col 31}{res}{space 2} -.030688{col 43}{space 2}  .016472{col 54}{space 1}   -1.86{col 63}{space 3}0.063{col 71}{space 4}-.0629789{col 84}{space 3} .0016029
{txt}{space 21}2008#AS  {c |}{col 31}{res}{space 2}-.4352862{col 43}{space 2} .0250037{col 54}{space 1}  -17.41{col 63}{space 3}0.000{col 71}{space 4}-.4843022{col 84}{space 3}-.3862702
{txt}{space 21}2008#AU  {c |}{col 31}{res}{space 2}-1.325875{col 43}{space 2} .3152857{col 54}{space 1}   -4.21{col 63}{space 3}0.000{col 71}{space 4}-1.943945{col 84}{space 3}-.7078038
{txt}{space 21}2008#EU  {c |}{col 31}{res}{space 2}-.1865423{col 43}{space 2} .0295164{col 54}{space 1}   -6.32{col 63}{space 3}0.000{col 71}{space 4}-.2444049{col 84}{space 3}-.1286797
{txt}{space 21}2008#NA  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2008#SA  {c |}{col 31}{res}{space 2} .2234274{col 43}{space 2} .0238083{col 54}{space 1}    9.38{col 63}{space 3}0.000{col 71}{space 4} .1767547{col 84}{space 3} .2701001
{txt}{space 21}2009#AF  {c |}{col 31}{res}{space 2}-.0713298{col 43}{space 2} .0160957{col 54}{space 1}   -4.43{col 63}{space 3}0.000{col 71}{space 4}-.1028831{col 84}{space 3}-.0397765
{txt}{space 21}2009#AS  {c |}{col 31}{res}{space 2}-.5058574{col 43}{space 2} .0366934{col 54}{space 1}  -13.79{col 63}{space 3}0.000{col 71}{space 4}-.5777894{col 84}{space 3}-.4339253
{txt}{space 21}2009#AU  {c |}{col 31}{res}{space 2}-.9160269{col 43}{space 2} .4542708{col 54}{space 1}   -2.02{col 63}{space 3}0.044{col 71}{space 4}-1.806557{col 84}{space 3}-.0254965
{txt}{space 21}2009#EU  {c |}{col 31}{res}{space 2}-.2811509{col 43}{space 2} .0238172{col 54}{space 1}  -11.80{col 63}{space 3}0.000{col 71}{space 4} -.327841{col 84}{space 3}-.2344609
{txt}{space 21}2009#NA  {c |}{col 31}{res}{space 2}-.1247333{col 43}{space 2} .0180683{col 54}{space 1}   -6.90{col 63}{space 3}0.000{col 71}{space 4}-.1601534{col 84}{space 3}-.0893131
{txt}{space 21}2009#SA  {c |}{col 31}{res}{space 2} .1747968{col 43}{space 2} .0259133{col 54}{space 1}    6.75{col 63}{space 3}0.000{col 71}{space 4} .1239977{col 84}{space 3} .2255959
{txt}{space 21}2010#AF  {c |}{col 31}{res}{space 2} .9431993{col 43}{space 2} .0745833{col 54}{space 1}   12.65{col 63}{space 3}0.000{col 71}{space 4} .7969899{col 84}{space 3} 1.089409
{txt}{space 21}2010#AS  {c |}{col 31}{res}{space 2} .7432388{col 43}{space 2} .0989933{col 54}{space 1}    7.51{col 63}{space 3}0.000{col 71}{space 4} .5491772{col 84}{space 3} .9373004
{txt}{space 21}2010#AU  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2010#EU  {c |}{col 31}{res}{space 2} 1.172499{col 43}{space 2} .0899797{col 54}{space 1}   13.03{col 63}{space 3}0.000{col 71}{space 4} .9961076{col 84}{space 3} 1.348891
{txt}{space 21}2010#NA  {c |}{col 31}{res}{space 2}  .609571{col 43}{space 2} .0401491{col 54}{space 1}   15.18{col 63}{space 3}0.000{col 71}{space 4} .5308647{col 84}{space 3} .6882773
{txt}{space 21}2010#SA  {c |}{col 31}{res}{space 2} .8289938{col 43}{space 2} .0600391{col 54}{space 1}   13.81{col 63}{space 3}0.000{col 71}{space 4} .7112962{col 84}{space 3} .9466915
{txt}{space 21}2011#AF  {c |}{col 31}{res}{space 2}-.1043582{col 43}{space 2} .0223209{col 54}{space 1}   -4.68{col 63}{space 3}0.000{col 71}{space 4} -.148115{col 84}{space 3}-.0606015
{txt}{space 21}2011#AS  {c |}{col 31}{res}{space 2}-.4847505{col 43}{space 2}  .032726{col 54}{space 1}  -14.81{col 63}{space 3}0.000{col 71}{space 4}-.5489049{col 84}{space 3}-.4205961
{txt}{space 21}2011#AU  {c |}{col 31}{res}{space 2}-1.295879{col 43}{space 2} .3204711{col 54}{space 1}   -4.04{col 63}{space 3}0.000{col 71}{space 4}-1.924115{col 84}{space 3}-.6676425
{txt}{space 21}2011#EU  {c |}{col 31}{res}{space 2} -.374282{col 43}{space 2} .0344947{col 54}{space 1}  -10.85{col 63}{space 3}0.000{col 71}{space 4}-.4419037{col 84}{space 3}-.3066603
{txt}{space 21}2011#NA  {c |}{col 31}{res}{space 2}-.1450269{col 43}{space 2} .0160211{col 54}{space 1}   -9.05{col 63}{space 3}0.000{col 71}{space 4}-.1764339{col 84}{space 3}-.1136199
{txt}{space 21}2011#SA  {c |}{col 31}{res}{space 2} .1016476{col 43}{space 2} .0200901{col 54}{space 1}    5.06{col 63}{space 3}0.000{col 71}{space 4}  .062264{col 84}{space 3} .1410313
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .2065881{col 43}{space 2} .0158386{col 54}{space 1}   13.04{col 63}{space 3}0.000{col 71}{space 4} .1755389{col 84}{space 3} .2376373
{txt}{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                      sigma_u {c |} {res} .87766331
                      {txt}sigma_e {c |} {res} 2.4219354
                          {txt}rho {c |} {res} .11607678{txt}   (fraction of variance due to u_i)
{hline 30}{c BT}{hline 64}
({res}est5{txt} stored)

{com}. eststo: xtreg growth esmdsi esmdsi_ifdam esmdsi_rescap esmdsi_ifhydro esmdsi_rescaphydro c.dev_tmp##c.dev_tmp##c.dev_tmp i.year#i.continent if flare==0, fe vce(cluster conpfaf4)
{res}{txt}{p 0 6 2}note: {bf:2007.year#2.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2008.year#5.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2003.year#6.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2004.year#4.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2010.year#3.continent} omitted because of collinearity with the absorbed variable.{p_end}
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   401,072
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    37,319

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.0204{col 63}{txt}min{col 67}={col 69}{res}         6
{txt}     Between = {res}0.0015{col 63}{txt}avg{col 67}={col 69}{res}      10.7
{txt}     Overall = {res}0.0094{col 63}{txt}max{col 67}={col 69}{res}        11

{txt}{col 49}F({res}68{txt}, {res}6127{txt}){col 67}={col 70}{res}    67.43
{txt}corr(u_i, Xb) = {res}-0.2239{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 95:(Std. err. adjusted for {res:6,128} clusters in {res:conpfaf4})}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                       growth{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      t{col 63}   P>|t|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 23}esmdsi {c |}{col 31}{res}{space 2}-.0338152{col 43}{space 2} .0213167{col 54}{space 1}   -1.59{col 63}{space 3}0.113{col 71}{space 4}-.0756034{col 84}{space 3} .0079729
{txt}{space 17}esmdsi_ifdam {c |}{col 31}{res}{space 2} .0760786{col 43}{space 2} .0320921{col 54}{space 1}    2.37{col 63}{space 3}0.018{col 71}{space 4} .0131668{col 84}{space 3} .1389905
{txt}{space 16}esmdsi_rescap {c |}{col 31}{res}{space 2} 1.594763{col 43}{space 2} 2.542917{col 54}{space 1}    0.63{col 63}{space 3}0.531{col 71}{space 4}-3.390248{col 84}{space 3} 6.579775
{txt}{space 15}esmdsi_ifhydro {c |}{col 31}{res}{space 2}-.0480199{col 43}{space 2} .0293619{col 54}{space 1}   -1.64{col 63}{space 3}0.102{col 71}{space 4}-.1055795{col 84}{space 3} .0095397
{txt}{space 11}esmdsi_rescaphydro {c |}{col 31}{res}{space 2}-2.802664{col 43}{space 2} 2.606311{col 54}{space 1}   -1.08{col 63}{space 3}0.282{col 71}{space 4}-7.911949{col 84}{space 3} 2.306621
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2}  .063963{col 43}{space 2} .0211045{col 54}{space 1}    3.03{col 63}{space 3}0.002{col 71}{space 4} .0225907{col 84}{space 3} .1053352
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}  .000513{col 43}{space 2} .0204791{col 54}{space 1}    0.03{col 63}{space 3}0.980{col 71}{space 4}-.0396332{col 84}{space 3} .0406592
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0422572{col 43}{space 2} .0192763{col 54}{space 1}   -2.19{col 63}{space 3}0.028{col 71}{space 4}-.0800456{col 84}{space 3}-.0044689
{txt}{space 29} {c |}
{space 15}year#continent {c |}
{space 21}2001#AS  {c |}{col 31}{res}{space 2}-.4293466{col 43}{space 2} .0281167{col 54}{space 1}  -15.27{col 63}{space 3}0.000{col 71}{space 4}-.4844652{col 84}{space 3} -.374228
{txt}{space 21}2001#AU  {c |}{col 31}{res}{space 2}-1.148264{col 43}{space 2} .2617451{col 54}{space 1}   -4.39{col 63}{space 3}0.000{col 71}{space 4}-1.661377{col 84}{space 3}-.6351522
{txt}{space 21}2001#EU  {c |}{col 31}{res}{space 2}-.1507742{col 43}{space 2}  .027518{col 54}{space 1}   -5.48{col 63}{space 3}0.000{col 71}{space 4}-.2047191{col 84}{space 3}-.0968292
{txt}{space 21}2001#NA  {c |}{col 31}{res}{space 2}-.0570421{col 43}{space 2} .0201022{col 54}{space 1}   -2.84{col 63}{space 3}0.005{col 71}{space 4}-.0964495{col 84}{space 3}-.0176347
{txt}{space 21}2001#SA  {c |}{col 31}{res}{space 2} .1410165{col 43}{space 2} .0181438{col 54}{space 1}    7.77{col 63}{space 3}0.000{col 71}{space 4} .1054483{col 84}{space 3} .1765846
{txt}{space 21}2002#AF  {c |}{col 31}{res}{space 2} .0637841{col 43}{space 2}  .015401{col 54}{space 1}    4.14{col 63}{space 3}0.000{col 71}{space 4} .0335927{col 84}{space 3} .0939755
{txt}{space 21}2002#AS  {c |}{col 31}{res}{space 2}  -.29219{col 43}{space 2} .0352507{col 54}{space 1}   -8.29{col 63}{space 3}0.000{col 71}{space 4}-.3612938{col 84}{space 3}-.2230862
{txt}{space 21}2002#AU  {c |}{col 31}{res}{space 2} -.926559{col 43}{space 2} .2946053{col 54}{space 1}   -3.15{col 63}{space 3}0.002{col 71}{space 4}-1.504089{col 84}{space 3}-.3490292
{txt}{space 21}2002#EU  {c |}{col 31}{res}{space 2}-.0904874{col 43}{space 2} .0442362{col 54}{space 1}   -2.05{col 63}{space 3}0.041{col 71}{space 4}-.1772058{col 84}{space 3} -.003769
{txt}{space 21}2002#NA  {c |}{col 31}{res}{space 2} .0159057{col 43}{space 2} .0215286{col 54}{space 1}    0.74{col 63}{space 3}0.460{col 71}{space 4} -.026298{col 84}{space 3} .0581093
{txt}{space 21}2002#SA  {c |}{col 31}{res}{space 2} .2533839{col 43}{space 2} .0310754{col 54}{space 1}    8.15{col 63}{space 3}0.000{col 71}{space 4} .1924652{col 84}{space 3} .3143026
{txt}{space 21}2003#AF  {c |}{col 31}{res}{space 2}-.2231964{col 43}{space 2} .0165361{col 54}{space 1}  -13.50{col 63}{space 3}0.000{col 71}{space 4} -.255613{col 84}{space 3}-.1907798
{txt}{space 21}2003#AS  {c |}{col 31}{res}{space 2}-.6218289{col 43}{space 2}  .039735{col 54}{space 1}  -15.65{col 63}{space 3}0.000{col 71}{space 4}-.6997235{col 84}{space 3}-.5439343
{txt}{space 21}2003#AU  {c |}{col 31}{res}{space 2}-1.468861{col 43}{space 2} .2972505{col 54}{space 1}   -4.94{col 63}{space 3}0.000{col 71}{space 4}-2.051576{col 84}{space 3}-.8861454
{txt}{space 21}2003#EU  {c |}{col 31}{res}{space 2}-.4379729{col 43}{space 2}  .040051{col 54}{space 1}  -10.94{col 63}{space 3}0.000{col 71}{space 4} -.516487{col 84}{space 3}-.3594589
{txt}{space 21}2003#NA  {c |}{col 31}{res}{space 2}-.2855993{col 43}{space 2} .0152317{col 54}{space 1}  -18.75{col 63}{space 3}0.000{col 71}{space 4}-.3154588{col 84}{space 3}-.2557399
{txt}{space 21}2003#SA  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2004#AF  {c |}{col 31}{res}{space 2} .0242214{col 43}{space 2} .0149912{col 54}{space 1}    1.62{col 63}{space 3}0.106{col 71}{space 4}-.0051666{col 84}{space 3} .0536094
{txt}{space 21}2004#AS  {c |}{col 31}{res}{space 2}-.2297938{col 43}{space 2} .0287857{col 54}{space 1}   -7.98{col 63}{space 3}0.000{col 71}{space 4}-.2862239{col 84}{space 3}-.1733636
{txt}{space 21}2004#AU  {c |}{col 31}{res}{space 2}-1.147207{col 43}{space 2} .3152037{col 54}{space 1}   -3.64{col 63}{space 3}0.000{col 71}{space 4}-1.765117{col 84}{space 3}-.5292967
{txt}{space 21}2004#EU  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2004#NA  {c |}{col 31}{res}{space 2}  .046392{col 43}{space 2} .0206429{col 54}{space 1}    2.25{col 63}{space 3}0.025{col 71}{space 4} .0059246{col 84}{space 3} .0868594
{txt}{space 21}2004#SA  {c |}{col 31}{res}{space 2} .2230412{col 43}{space 2}  .028402{col 54}{space 1}    7.85{col 63}{space 3}0.000{col 71}{space 4} .1673633{col 84}{space 3} .2787191
{txt}{space 21}2005#AF  {c |}{col 31}{res}{space 2} .0466414{col 43}{space 2} .0226463{col 54}{space 1}    2.06{col 63}{space 3}0.039{col 71}{space 4} .0022467{col 84}{space 3} .0910361
{txt}{space 21}2005#AS  {c |}{col 31}{res}{space 2}-.1646635{col 43}{space 2} .0876471{col 54}{space 1}   -1.88{col 63}{space 3}0.060{col 71}{space 4}-.3364825{col 84}{space 3} .0071556
{txt}{space 21}2005#AU  {c |}{col 31}{res}{space 2}-1.202795{col 43}{space 2} .2936193{col 54}{space 1}   -4.10{col 63}{space 3}0.000{col 71}{space 4}-1.778392{col 84}{space 3}-.6271979
{txt}{space 21}2005#EU  {c |}{col 31}{res}{space 2} .0599919{col 43}{space 2} .0559579{col 54}{space 1}    1.07{col 63}{space 3}0.284{col 71}{space 4}-.0497053{col 84}{space 3} .1696891
{txt}{space 21}2005#NA  {c |}{col 31}{res}{space 2} .0531836{col 43}{space 2}  .020323{col 54}{space 1}    2.62{col 63}{space 3}0.009{col 71}{space 4} .0133434{col 84}{space 3} .0930238
{txt}{space 21}2005#SA  {c |}{col 31}{res}{space 2} .2938861{col 43}{space 2}   .02399{col 54}{space 1}   12.25{col 63}{space 3}0.000{col 71}{space 4} .2468572{col 84}{space 3}  .340915
{txt}{space 21}2006#AF  {c |}{col 31}{res}{space 2} .1338894{col 43}{space 2} .0195933{col 54}{space 1}    6.83{col 63}{space 3}0.000{col 71}{space 4} .0954796{col 84}{space 3} .1722992
{txt}{space 21}2006#AS  {c |}{col 31}{res}{space 2} -.368127{col 43}{space 2} .0337544{col 54}{space 1}  -10.91{col 63}{space 3}0.000{col 71}{space 4}-.4342975{col 84}{space 3}-.3019566
{txt}{space 21}2006#AU  {c |}{col 31}{res}{space 2}-1.155004{col 43}{space 2}  .305456{col 54}{space 1}   -3.78{col 63}{space 3}0.000{col 71}{space 4}-1.753805{col 84}{space 3} -.556203
{txt}{space 21}2006#EU  {c |}{col 31}{res}{space 2}-.2420895{col 43}{space 2} .0412416{col 54}{space 1}   -5.87{col 63}{space 3}0.000{col 71}{space 4}-.3229375{col 84}{space 3}-.1612416
{txt}{space 21}2006#NA  {c |}{col 31}{res}{space 2}-.0803652{col 43}{space 2} .0276858{col 54}{space 1}   -2.90{col 63}{space 3}0.004{col 71}{space 4}-.1346391{col 84}{space 3}-.0260913
{txt}{space 21}2006#SA  {c |}{col 31}{res}{space 2} .3784716{col 43}{space 2} .0419632{col 54}{space 1}    9.02{col 63}{space 3}0.000{col 71}{space 4}  .296209{col 84}{space 3} .4607343
{txt}{space 21}2007#AF  {c |}{col 31}{res}{space 2} .1039118{col 43}{space 2} .0153433{col 54}{space 1}    6.77{col 63}{space 3}0.000{col 71}{space 4} .0738336{col 84}{space 3}   .13399
{txt}{space 21}2007#AS  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2007#AU  {c |}{col 31}{res}{space 2}-.9268868{col 43}{space 2} .2440374{col 54}{space 1}   -3.80{col 63}{space 3}0.000{col 71}{space 4}-1.405286{col 84}{space 3}-.4484878
{txt}{space 21}2007#EU  {c |}{col 31}{res}{space 2} .4246133{col 43}{space 2} .1207981{col 54}{space 1}    3.52{col 63}{space 3}0.000{col 71}{space 4} .1878066{col 84}{space 3} .6614199
{txt}{space 21}2007#NA  {c |}{col 31}{res}{space 2} .4040755{col 43}{space 2} .0304713{col 54}{space 1}   13.26{col 63}{space 3}0.000{col 71}{space 4}  .344341{col 84}{space 3} .4638099
{txt}{space 21}2007#SA  {c |}{col 31}{res}{space 2}  .299261{col 43}{space 2} .0264477{col 54}{space 1}   11.32{col 63}{space 3}0.000{col 71}{space 4} .2474143{col 84}{space 3} .3511077
{txt}{space 21}2008#AF  {c |}{col 31}{res}{space 2}-.0307223{col 43}{space 2}  .016474{col 54}{space 1}   -1.86{col 63}{space 3}0.062{col 71}{space 4}-.0630171{col 84}{space 3} .0015725
{txt}{space 21}2008#AS  {c |}{col 31}{res}{space 2}-.4363031{col 43}{space 2} .0250689{col 54}{space 1}  -17.40{col 63}{space 3}0.000{col 71}{space 4} -.485447{col 84}{space 3}-.3871593
{txt}{space 21}2008#AU  {c |}{col 31}{res}{space 2} -1.32683{col 43}{space 2} .3166253{col 54}{space 1}   -4.19{col 63}{space 3}0.000{col 71}{space 4}-1.947527{col 84}{space 3}-.7061332
{txt}{space 21}2008#EU  {c |}{col 31}{res}{space 2}-.1859246{col 43}{space 2} .0294827{col 54}{space 1}   -6.31{col 63}{space 3}0.000{col 71}{space 4}-.2437209{col 84}{space 3}-.1281282
{txt}{space 21}2008#NA  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2008#SA  {c |}{col 31}{res}{space 2} .2228956{col 43}{space 2} .0237598{col 54}{space 1}    9.38{col 63}{space 3}0.000{col 71}{space 4}  .176318{col 84}{space 3} .2694731
{txt}{space 21}2009#AF  {c |}{col 31}{res}{space 2}-.0710732{col 43}{space 2}  .016099{col 54}{space 1}   -4.41{col 63}{space 3}0.000{col 71}{space 4} -.102633{col 84}{space 3}-.0395135
{txt}{space 21}2009#AS  {c |}{col 31}{res}{space 2}-.5027089{col 43}{space 2} .0363045{col 54}{space 1}  -13.85{col 63}{space 3}0.000{col 71}{space 4}-.5738785{col 84}{space 3}-.4315393
{txt}{space 21}2009#AU  {c |}{col 31}{res}{space 2}-.9163375{col 43}{space 2} .4550903{col 54}{space 1}   -2.01{col 63}{space 3}0.044{col 71}{space 4}-1.808474{col 84}{space 3}-.0242006
{txt}{space 21}2009#EU  {c |}{col 31}{res}{space 2}-.2816055{col 43}{space 2} .0237814{col 54}{space 1}  -11.84{col 63}{space 3}0.000{col 71}{space 4}-.3282255{col 84}{space 3}-.2349856
{txt}{space 21}2009#NA  {c |}{col 31}{res}{space 2} -.125493{col 43}{space 2} .0181052{col 54}{space 1}   -6.93{col 63}{space 3}0.000{col 71}{space 4}-.1609856{col 84}{space 3}-.0900003
{txt}{space 21}2009#SA  {c |}{col 31}{res}{space 2} .1734958{col 43}{space 2}  .025852{col 54}{space 1}    6.71{col 63}{space 3}0.000{col 71}{space 4} .1228168{col 84}{space 3} .2241748
{txt}{space 21}2010#AF  {c |}{col 31}{res}{space 2} .9429586{col 43}{space 2}  .074584{col 54}{space 1}   12.64{col 63}{space 3}0.000{col 71}{space 4} .7967478{col 84}{space 3} 1.089169
{txt}{space 21}2010#AS  {c |}{col 31}{res}{space 2} .7434292{col 43}{space 2} .0991128{col 54}{space 1}    7.50{col 63}{space 3}0.000{col 71}{space 4} .5491333{col 84}{space 3} .9377252
{txt}{space 21}2010#AU  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2010#EU  {c |}{col 31}{res}{space 2} 1.172887{col 43}{space 2} .0900133{col 54}{space 1}   13.03{col 63}{space 3}0.000{col 71}{space 4} .9964291{col 84}{space 3} 1.349344
{txt}{space 21}2010#NA  {c |}{col 31}{res}{space 2} .6092351{col 43}{space 2} .0401794{col 54}{space 1}   15.16{col 63}{space 3}0.000{col 71}{space 4} .5304693{col 84}{space 3} .6880009
{txt}{space 21}2010#SA  {c |}{col 31}{res}{space 2} .8269866{col 43}{space 2} .0603173{col 54}{space 1}   13.71{col 63}{space 3}0.000{col 71}{space 4} .7087435{col 84}{space 3} .9452297
{txt}{space 21}2011#AF  {c |}{col 31}{res}{space 2}-.1044253{col 43}{space 2} .0223376{col 54}{space 1}   -4.67{col 63}{space 3}0.000{col 71}{space 4}-.1482148{col 84}{space 3}-.0606358
{txt}{space 21}2011#AS  {c |}{col 31}{res}{space 2}-.4851831{col 43}{space 2} .0327263{col 54}{space 1}  -14.83{col 63}{space 3}0.000{col 71}{space 4}-.5493382{col 84}{space 3} -.421028
{txt}{space 21}2011#AU  {c |}{col 31}{res}{space 2}-1.297203{col 43}{space 2} .3216658{col 54}{space 1}   -4.03{col 63}{space 3}0.000{col 71}{space 4}-1.927781{col 84}{space 3}-.6666247
{txt}{space 21}2011#EU  {c |}{col 31}{res}{space 2}-.3740581{col 43}{space 2} .0344673{col 54}{space 1}  -10.85{col 63}{space 3}0.000{col 71}{space 4}-.4416262{col 84}{space 3}  -.30649
{txt}{space 21}2011#NA  {c |}{col 31}{res}{space 2}-.1459082{col 43}{space 2} .0159746{col 54}{space 1}   -9.13{col 63}{space 3}0.000{col 71}{space 4}-.1772241{col 84}{space 3}-.1145924
{txt}{space 21}2011#SA  {c |}{col 31}{res}{space 2}  .101621{col 43}{space 2} .0200884{col 54}{space 1}    5.06{col 63}{space 3}0.000{col 71}{space 4} .0622408{col 84}{space 3} .1410013
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .2065044{col 43}{space 2} .0158304{col 54}{space 1}   13.04{col 63}{space 3}0.000{col 71}{space 4} .1754713{col 84}{space 3} .2375375
{txt}{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                      sigma_u {c |} {res} .87771088
                      {txt}sigma_e {c |} {res} 2.4219479
                          {txt}rho {c |} {res} .11608683{txt}   (fraction of variance due to u_i)
{hline 30}{c BT}{hline 64}
({res}est6{txt} stored)

{com}. 
. 
. 
. esttab using "../output/tableG1_dams_growth.rtf", replace se r2(3) sca( "N_clust N subbasins" "N_g N cells") nomti obslast label noconstant onecell star( + .10 * .05 ** .01 ) drop(*year* _cons *tmp*) order(esmdsi esmdsi_ifdam esmdsi_rescap esmdsi_ifhydro esmdsi_rescaphydro esmdsi_pop) /*
> */ title("Table G1. Effects of dams: Growth rate of lights") /*
> */ addnote("Dependent variable is change over previous level of nighttime lights index.  Standard errors in parentheses are clustered by 4-digit subbasin. All models include a cubic in temperature deviation, cell fixed effects, and continent-year effects.")
{res}{txt}(output written to {browse  `"../output/tableG1_dams_growth.rtf"'})

{com}. eststo clear
{txt}
{com}. 
. **# Appendix H: Temp and precip controls
. 
. use for_reg, clear
{txt}
{com}. 
. egen cellid=group(x y)
{res}{txt}
{com}. xtset cellid year
{res}
{col 1}{txt:Panel variable: }{res:cellid}{txt: (unbalanced)}
{p 1 16 2}{txt:Time variable: }{res:year}{txt:, }{res:{bind:2000}}{txt: to }{res:{bind:2011}}{p_end}
{txt}{col 10}Delta: {res}1 unit
{txt}
{com}. 
. rename dsi_cat11 rdsi_cat
{res}{txt}
{com}. replace dev_precip=dev_precip/10
{txt}(506,177 real changes made)

{com}. label var dev_tmp "Temp anomaly (degrees C)"
{txt}
{com}. label var dev_precip "Precip anomaly (cm per month)"
{txt}
{com}. 
. 
. foreach v in dsi {c -(}
{txt}  2{com}. 
. xtreg ihslights ib6.`v'_cat i.year#i.continent if flare==0, fe vce(cluster conpfaf4) 
{txt}  3{com}. estimates store `v'_basic
{txt}  4{com}. 
. 
. **add temperature data
. xtreg ihslights ib6.`v'_cat c.dev_tmp##c.dev_tmp##c.dev_tmp i.year#i.continent if flare==0, fe vce(cluster conpfaf4)
{txt}  5{com}. estimates store `v'_withtemp
{txt}  6{com}. 
. **add precip data
. xtreg ihslights ib6.`v'_cat c.dev_tmp##c.dev_tmp##c.dev_tmp c.dev_precip##c.dev_precip##c.dev_precip  i.year#i.continent if flare==0, fe vce(cluster conpfaf4)
{txt}  7{com}. estimates store `v'_pretmp
{txt}  8{com}. testparm c.dev_tmp##c.dev_tmp##c.dev_tmp
{txt}  9{com}. testparm c.dev_precip##c.dev_precip##c.dev_precip
{txt} 10{com}. 
. coefplot  (`v'_basic, label(No addl climate vars)) (`v'_withtemp, label(Temperature controls)) (`v'_pretmp, label(Temp & precip)) , base drop(_cons *year* *tmp* *precip*) xline(0) levels(95) xtitle("Change in ihs nighttime lights")  graphregion(fcolor(white))  
{txt} 11{com}. graph export "../output/FigureH1_climate_controls_`v'dsi.pdf", replace
{txt} 12{com}. 
. 
. ***margins works with reghdfe, but not with xtreg
. reghdfe ihslights ib6.`v'_cat c.dev_tmp##c.dev_tmp##c.dev_tmp c.dev_precip##c.dev_precip##c.dev_precip if flare==0, absorb(cellid i.year#i.continent ) vce(cluster conpfaf4)
{txt} 13{com}. margins, at (dev_tmp =(-1.5(.4)1.4))
{txt} 14{com}. marginsplot , title("Temperature") ytitle("ihs(lights index)") saving(`v'temp, replace)
{txt} 15{com}. margins, at (dev_precip =(-3.3(1)4))
{txt} 16{com}. marginsplot , title("Precipitation")  ytitle("ihs(lights index)")  saving(`v'precip, replace)
{txt} 17{com}. 
. {c )-}
{res}{txt}{p 0 6 2}note: {bf:2006.year#5.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2009.year#4.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2009.year#2.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2000b.year#6.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2002.year#3.continent} omitted because of collinearity with the absorbed variable.{p_end}
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   454,236
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    37,853

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.2132{col 63}{txt}min{col 67}={col 69}{res}        12
{txt}     Between = {res}0.1059{col 63}{txt}avg{col 67}={col 69}{res}      12.0
{txt}     Overall = {res}0.0509{col 63}{txt}max{col 67}={col 69}{res}        12

{txt}{col 49}F({res}72{txt}, {res}6138{txt}){col 67}={col 70}{res}    30.93
{txt}corr(u_i, Xb) = {res}0.1444{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 84:(Std. err. adjusted for {res:6,139} clusters in {res:conpfaf4})}
{hline 19}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 20}{c |}{col 32}    Robust
{col 1}         ihslights{col 20}{c |} Coefficient{col 32}  std. err.{col 44}      t{col 52}   P>|t|{col 60}     [95% con{col 73}f. interval]
{hline 19}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}dsi_cat7 {c |}
{space 2}Extreme drought  {c |}{col 20}{res}{space 2}-.0180423{col 32}{space 2} .0029012{col 43}{space 1}   -6.22{col 52}{space 3}0.000{col 60}{space 4}-.0237297{col 73}{space 3}-.0123549
{txt}{space 3}Severe drought  {c |}{col 20}{res}{space 2}  -.00943{col 32}{space 2}  .002134{col 43}{space 1}   -4.42{col 52}{space 3}0.000{col 60}{space 4}-.0136134{col 73}{space 3}-.0052466
{txt}{space 1}Moderate drought  {c |}{col 20}{res}{space 2}-.0085998{col 32}{space 2} .0016778{col 43}{space 1}   -5.13{col 52}{space 3}0.000{col 60}{space 4}-.0118889{col 73}{space 3}-.0053108
{txt}{space 5}Mild drought  {c |}{col 20}{res}{space 2}-.0041513{col 32}{space 2} .0013202{col 43}{space 1}   -3.14{col 52}{space 3}0.002{col 60}{space 4}-.0067394{col 73}{space 3}-.0015633
{txt}Incipient drought  {c |}{col 20}{res}{space 2}-.0025186{col 32}{space 2} .0010391{col 43}{space 1}   -2.42{col 52}{space 3}0.015{col 60}{space 4}-.0045555{col 73}{space 3}-.0004817
{txt}{space 14}Wet  {c |}{col 20}{res}{space 2} .0054729{col 32}{space 2} .0010269{col 43}{space 1}    5.33{col 52}{space 3}0.000{col 60}{space 4} .0034598{col 73}{space 3}  .007486
{txt}{space 18} {c |}
{space 4}year#continent {c |}
{space 10}2000#AS  {c |}{col 20}{res}{space 2}  .014727{col 32}{space 2} .0083883{col 43}{space 1}    1.76{col 52}{space 3}0.079{col 60}{space 4}-.0017169{col 73}{space 3} .0311709
{txt}{space 10}2000#AU  {c |}{col 20}{res}{space 2}-.0392593{col 32}{space 2} .0072944{col 43}{space 1}   -5.38{col 52}{space 3}0.000{col 60}{space 4}-.0535589{col 73}{space 3}-.0249597
{txt}{space 10}2000#EU  {c |}{col 20}{res}{space 2} .1230148{col 32}{space 2} .0104647{col 43}{space 1}   11.76{col 52}{space 3}0.000{col 60}{space 4} .1025003{col 73}{space 3} .1435293
{txt}{space 10}2000#NA  {c |}{col 20}{res}{space 2} .1600168{col 32}{space 2} .0078528{col 43}{space 1}   20.38{col 52}{space 3}0.000{col 60}{space 4} .1446225{col 73}{space 3} .1754111
{txt}{space 10}2000#SA  {c |}{col 20}{res}{space 2}        0{col 32}{txt}  (omitted)
{space 10}2001#AF  {c |}{col 20}{res}{space 2} -.001083{col 32}{space 2}  .002228{col 43}{space 1}   -0.49{col 52}{space 3}0.627{col 60}{space 4}-.0054505{col 73}{space 3} .0032846
{txt}{space 10}2001#AS  {c |}{col 20}{res}{space 2} .0149059{col 32}{space 2} .0079835{col 43}{space 1}    1.87{col 52}{space 3}0.062{col 60}{space 4}-.0007446{col 73}{space 3} .0305564
{txt}{space 10}2001#AU  {c |}{col 20}{res}{space 2}-.0283521{col 32}{space 2} .0049197{col 43}{space 1}   -5.76{col 52}{space 3}0.000{col 60}{space 4}-.0379965{col 73}{space 3}-.0187077
{txt}{space 10}2001#EU  {c |}{col 20}{res}{space 2} .1200152{col 32}{space 2} .0101599{col 43}{space 1}   11.81{col 52}{space 3}0.000{col 60}{space 4} .1000982{col 73}{space 3} .1399321
{txt}{space 10}2001#NA  {c |}{col 20}{res}{space 2} .1369089{col 32}{space 2} .0076639{col 43}{space 1}   17.86{col 52}{space 3}0.000{col 60}{space 4}  .121885{col 73}{space 3} .1519328
{txt}{space 10}2001#SA  {c |}{col 20}{res}{space 2} -.008958{col 32}{space 2} .0016103{col 43}{space 1}   -5.56{col 52}{space 3}0.000{col 60}{space 4}-.0121149{col 73}{space 3}-.0058012
{txt}{space 10}2002#AF  {c |}{col 20}{res}{space 2} .0154713{col 32}{space 2}  .002611{col 43}{space 1}    5.93{col 52}{space 3}0.000{col 60}{space 4} .0103529{col 73}{space 3} .0205897
{txt}{space 10}2002#AS  {c |}{col 20}{res}{space 2} .0317452{col 32}{space 2} .0087023{col 43}{space 1}    3.65{col 52}{space 3}0.000{col 60}{space 4} .0146856{col 73}{space 3} .0488047
{txt}{space 10}2002#AU  {c |}{col 20}{res}{space 2}        0{col 32}{txt}  (omitted)
{space 10}2002#EU  {c |}{col 20}{res}{space 2} .1231442{col 32}{space 2} .0119606{col 43}{space 1}   10.30{col 52}{space 3}0.000{col 60}{space 4} .0996971{col 73}{space 3} .1465912
{txt}{space 10}2002#NA  {c |}{col 20}{res}{space 2} .1380995{col 32}{space 2} .0072536{col 43}{space 1}   19.04{col 52}{space 3}0.000{col 60}{space 4} .1238799{col 73}{space 3}  .152319
{txt}{space 10}2002#SA  {c |}{col 20}{res}{space 2}  .005185{col 32}{space 2} .0015205{col 43}{space 1}    3.41{col 52}{space 3}0.001{col 60}{space 4} .0022043{col 73}{space 3} .0081657
{txt}{space 10}2003#AF  {c |}{col 20}{res}{space 2}-.0193656{col 32}{space 2} .0031412{col 43}{space 1}   -6.17{col 52}{space 3}0.000{col 60}{space 4}-.0255234{col 73}{space 3}-.0132078
{txt}{space 10}2003#AS  {c |}{col 20}{res}{space 2}-.0541786{col 32}{space 2} .0060628{col 43}{space 1}   -8.94{col 52}{space 3}0.000{col 60}{space 4}-.0660638{col 73}{space 3}-.0422934
{txt}{space 10}2003#AU  {c |}{col 20}{res}{space 2} -.053224{col 32}{space 2} .0075976{col 43}{space 1}   -7.01{col 52}{space 3}0.000{col 60}{space 4}-.0681181{col 73}{space 3}  -.03833
{txt}{space 10}2003#EU  {c |}{col 20}{res}{space 2}-.0429146{col 32}{space 2} .0093596{col 43}{space 1}   -4.59{col 52}{space 3}0.000{col 60}{space 4}-.0612628{col 73}{space 3}-.0245665
{txt}{space 10}2003#NA  {c |}{col 20}{res}{space 2} .0149414{col 32}{space 2}  .004193{col 43}{space 1}    3.56{col 52}{space 3}0.000{col 60}{space 4} .0067217{col 73}{space 3} .0231611
{txt}{space 10}2003#SA  {c |}{col 20}{res}{space 2}-.0309226{col 32}{space 2} .0047625{col 43}{space 1}   -6.49{col 52}{space 3}0.000{col 60}{space 4}-.0402588{col 73}{space 3}-.0215864
{txt}{space 10}2004#AF  {c |}{col 20}{res}{space 2}-.0125312{col 32}{space 2} .0024236{col 43}{space 1}   -5.17{col 52}{space 3}0.000{col 60}{space 4}-.0172823{col 73}{space 3}  -.00778
{txt}{space 10}2004#AS  {c |}{col 20}{res}{space 2} -.031247{col 32}{space 2} .0051784{col 43}{space 1}   -6.03{col 52}{space 3}0.000{col 60}{space 4}-.0413984{col 73}{space 3}-.0210955
{txt}{space 10}2004#AU  {c |}{col 20}{res}{space 2}-.0539689{col 32}{space 2} .0081695{col 43}{space 1}   -6.61{col 52}{space 3}0.000{col 60}{space 4}-.0699839{col 73}{space 3}-.0379539
{txt}{space 10}2004#EU  {c |}{col 20}{res}{space 2}-.0161365{col 32}{space 2} .0083017{col 43}{space 1}   -1.94{col 52}{space 3}0.052{col 60}{space 4}-.0324108{col 73}{space 3} .0001377
{txt}{space 10}2004#NA  {c |}{col 20}{res}{space 2} .0233998{col 32}{space 2} .0044808{col 43}{space 1}    5.22{col 52}{space 3}0.000{col 60}{space 4} .0146158{col 73}{space 3} .0321838
{txt}{space 10}2004#SA  {c |}{col 20}{res}{space 2}-.0263267{col 32}{space 2} .0046719{col 43}{space 1}   -5.64{col 52}{space 3}0.000{col 60}{space 4}-.0354853{col 73}{space 3}-.0171681
{txt}{space 10}2005#AF  {c |}{col 20}{res}{space 2}-.0023478{col 32}{space 2}  .002746{col 43}{space 1}   -0.85{col 52}{space 3}0.393{col 60}{space 4}-.0077308{col 73}{space 3} .0030353
{txt}{space 10}2005#AS  {c |}{col 20}{res}{space 2}-.0099077{col 32}{space 2} .0052468{col 43}{space 1}   -1.89{col 52}{space 3}0.059{col 60}{space 4}-.0201933{col 73}{space 3} .0003779
{txt}{space 10}2005#AU  {c |}{col 20}{res}{space 2}-.0597158{col 32}{space 2} .0083162{col 43}{space 1}   -7.18{col 52}{space 3}0.000{col 60}{space 4}-.0760185{col 73}{space 3}-.0434132
{txt}{space 10}2005#EU  {c |}{col 20}{res}{space 2}  .046454{col 32}{space 2} .0067669{col 43}{space 1}    6.86{col 52}{space 3}0.000{col 60}{space 4} .0331884{col 73}{space 3} .0597195
{txt}{space 10}2005#NA  {c |}{col 20}{res}{space 2} .0515437{col 32}{space 2} .0050363{col 43}{space 1}   10.23{col 52}{space 3}0.000{col 60}{space 4} .0416708{col 73}{space 3} .0614166
{txt}{space 10}2005#SA  {c |}{col 20}{res}{space 2}-.0146931{col 32}{space 2} .0035131{col 43}{space 1}   -4.18{col 52}{space 3}0.000{col 60}{space 4}  -.02158{col 73}{space 3}-.0078063
{txt}{space 10}2006#AF  {c |}{col 20}{res}{space 2} .0028539{col 32}{space 2}  .003539{col 43}{space 1}    0.81{col 52}{space 3}0.420{col 60}{space 4}-.0040838{col 73}{space 3} .0097916
{txt}{space 10}2006#AS  {c |}{col 20}{res}{space 2}-.0050995{col 32}{space 2} .0044878{col 43}{space 1}   -1.14{col 52}{space 3}0.256{col 60}{space 4}-.0138972{col 73}{space 3} .0036982
{txt}{space 10}2006#AU  {c |}{col 20}{res}{space 2}-.0550725{col 32}{space 2} .0070779{col 43}{space 1}   -7.78{col 52}{space 3}0.000{col 60}{space 4}-.0689478{col 73}{space 3}-.0411973
{txt}{space 10}2006#EU  {c |}{col 20}{res}{space 2}-.0408281{col 32}{space 2} .0108567{col 43}{space 1}   -3.76{col 52}{space 3}0.000{col 60}{space 4}-.0621111{col 73}{space 3}-.0195451
{txt}{space 10}2006#NA  {c |}{col 20}{res}{space 2}        0{col 32}{txt}  (omitted)
{space 10}2006#SA  {c |}{col 20}{res}{space 2}-.0048469{col 32}{space 2}  .002152{col 43}{space 1}   -2.25{col 52}{space 3}0.024{col 60}{space 4}-.0090656{col 73}{space 3}-.0006282
{txt}{space 10}2007#AF  {c |}{col 20}{res}{space 2}  .022253{col 32}{space 2} .0047384{col 43}{space 1}    4.70{col 52}{space 3}0.000{col 60}{space 4} .0129641{col 73}{space 3} .0315419
{txt}{space 10}2007#AS  {c |}{col 20}{res}{space 2} .0691951{col 32}{space 2} .0080781{col 43}{space 1}    8.57{col 52}{space 3}0.000{col 60}{space 4} .0533593{col 73}{space 3}  .085031
{txt}{space 10}2007#AU  {c |}{col 20}{res}{space 2}-.0273057{col 32}{space 2}  .006634{col 43}{space 1}   -4.12{col 52}{space 3}0.000{col 60}{space 4}-.0403107{col 73}{space 3}-.0143007
{txt}{space 10}2007#EU  {c |}{col 20}{res}{space 2} .1009055{col 32}{space 2} .0081995{col 43}{space 1}   12.31{col 52}{space 3}0.000{col 60}{space 4} .0848317{col 73}{space 3} .1169793
{txt}{space 10}2007#NA  {c |}{col 20}{res}{space 2} .1212109{col 32}{space 2} .0058714{col 43}{space 1}   20.64{col 52}{space 3}0.000{col 60}{space 4} .1097008{col 73}{space 3} .1327209
{txt}{space 10}2007#SA  {c |}{col 20}{res}{space 2} .0144213{col 32}{space 2} .0023158{col 43}{space 1}    6.23{col 52}{space 3}0.000{col 60}{space 4} .0098816{col 73}{space 3}  .018961
{txt}{space 10}2008#AF  {c |}{col 20}{res}{space 2} .0139743{col 32}{space 2} .0036692{col 43}{space 1}    3.81{col 52}{space 3}0.000{col 60}{space 4} .0067814{col 73}{space 3} .0211672
{txt}{space 10}2008#AS  {c |}{col 20}{res}{space 2} .0489233{col 32}{space 2} .0054237{col 43}{space 1}    9.02{col 52}{space 3}0.000{col 60}{space 4} .0382909{col 73}{space 3} .0595556
{txt}{space 10}2008#AU  {c |}{col 20}{res}{space 2}-.0457822{col 32}{space 2} .0077111{col 43}{space 1}   -5.94{col 52}{space 3}0.000{col 60}{space 4}-.0608987{col 73}{space 3}-.0306658
{txt}{space 10}2008#EU  {c |}{col 20}{res}{space 2} .0890356{col 32}{space 2} .0065993{col 43}{space 1}   13.49{col 52}{space 3}0.000{col 60}{space 4} .0760987{col 73}{space 3} .1019725
{txt}{space 10}2008#NA  {c |}{col 20}{res}{space 2} .1122961{col 32}{space 2} .0062132{col 43}{space 1}   18.07{col 52}{space 3}0.000{col 60}{space 4} .1001161{col 73}{space 3} .1244762
{txt}{space 10}2008#SA  {c |}{col 20}{res}{space 2} .0115256{col 32}{space 2} .0023432{col 43}{space 1}    4.92{col 52}{space 3}0.000{col 60}{space 4}  .006932{col 73}{space 3} .0161192
{txt}{space 10}2009#AF  {c |}{col 20}{res}{space 2} .0020269{col 32}{space 2} .0032944{col 43}{space 1}    0.62{col 52}{space 3}0.538{col 60}{space 4}-.0044313{col 73}{space 3} .0084851
{txt}{space 10}2009#AS  {c |}{col 20}{res}{space 2}        0{col 32}{txt}  (omitted)
{space 10}2009#AU  {c |}{col 20}{res}{space 2}-.0609165{col 32}{space 2} .0080365{col 43}{space 1}   -7.58{col 52}{space 3}0.000{col 60}{space 4}-.0766709{col 73}{space 3} -.045162
{txt}{space 10}2009#EU  {c |}{col 20}{res}{space 2}        0{col 32}{txt}  (omitted)
{space 10}2009#NA  {c |}{col 20}{res}{space 2} .0347771{col 32}{space 2} .0050649{col 43}{space 1}    6.87{col 52}{space 3}0.000{col 60}{space 4}  .024848{col 73}{space 3} .0447061
{txt}{space 10}2009#SA  {c |}{col 20}{res}{space 2} .0036509{col 32}{space 2} .0021228{col 43}{space 1}    1.72{col 52}{space 3}0.086{col 60}{space 4}-.0005105{col 73}{space 3} .0078124
{txt}{space 10}2010#AF  {c |}{col 20}{res}{space 2}  .070583{col 32}{space 2} .0085765{col 43}{space 1}    8.23{col 52}{space 3}0.000{col 60}{space 4}   .05377{col 73}{space 3} .0873959
{txt}{space 10}2010#AS  {c |}{col 20}{res}{space 2} .1547471{col 32}{space 2} .0144387{col 43}{space 1}   10.72{col 52}{space 3}0.000{col 60}{space 4} .1264422{col 73}{space 3}  .183052
{txt}{space 10}2010#AU  {c |}{col 20}{res}{space 2} .0472797{col 32}{space 2} .0162868{col 43}{space 1}    2.90{col 52}{space 3}0.004{col 60}{space 4} .0153519{col 73}{space 3} .0792075
{txt}{space 10}2010#EU  {c |}{col 20}{res}{space 2} .3748189{col 32}{space 2} .0174076{col 43}{space 1}   21.53{col 52}{space 3}0.000{col 60}{space 4} .3406939{col 73}{space 3} .4089438
{txt}{space 10}2010#NA  {c |}{col 20}{res}{space 2} .2194411{col 32}{space 2} .0100761{col 43}{space 1}   21.78{col 52}{space 3}0.000{col 60}{space 4} .1996884{col 73}{space 3} .2391939
{txt}{space 10}2010#SA  {c |}{col 20}{res}{space 2} .0833621{col 32}{space 2}  .011073{col 43}{space 1}    7.53{col 52}{space 3}0.000{col 60}{space 4} .0616551{col 73}{space 3} .1050691
{txt}{space 10}2011#AF  {c |}{col 20}{res}{space 2} .0480594{col 32}{space 2} .0061739{col 43}{space 1}    7.78{col 52}{space 3}0.000{col 60}{space 4} .0359563{col 73}{space 3} .0601624
{txt}{space 10}2011#AS  {c |}{col 20}{res}{space 2}   .10773{col 32}{space 2} .0097905{col 43}{space 1}   11.00{col 52}{space 3}0.000{col 60}{space 4} .0885372{col 73}{space 3} .1269228
{txt}{space 10}2011#AU  {c |}{col 20}{res}{space 2} .0094931{col 32}{space 2} .0072076{col 43}{space 1}    1.32{col 52}{space 3}0.188{col 60}{space 4}-.0046362{col 73}{space 3} .0236224
{txt}{space 10}2011#EU  {c |}{col 20}{res}{space 2}  .208469{col 32}{space 2} .0110232{col 43}{space 1}   18.91{col 52}{space 3}0.000{col 60}{space 4} .1868596{col 73}{space 3} .2300783
{txt}{space 10}2011#NA  {c |}{col 20}{res}{space 2} .1300176{col 32}{space 2} .0065377{col 43}{space 1}   19.89{col 52}{space 3}0.000{col 60}{space 4} .1172014{col 73}{space 3} .1428338
{txt}{space 10}2011#SA  {c |}{col 20}{res}{space 2}   .05779{col 32}{space 2} .0082958{col 43}{space 1}    6.97{col 52}{space 3}0.000{col 60}{space 4} .0415273{col 73}{space 3} .0740527
{txt}{space 18} {c |}
{space 13}_cons {c |}{col 20}{res}{space 2} .5210695{col 32}{space 2}  .002236{col 43}{space 1}  233.03{col 52}{space 3}0.000{col 60}{space 4} .5166861{col 73}{space 3} .5254529
{txt}{hline 19}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
           sigma_u {c |} {res} .89207794
           {txt}sigma_e {c |} {res} .13479746
               {txt}rho {c |} {res} .97767697{txt}   (fraction of variance due to u_i)
{hline 19}{c BT}{hline 64}
{res}{txt}{p 0 6 2}note: {bf:2010.year#2.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2006.year#5.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2009.year#4.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2010.year#6.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2007.year#3.continent} omitted because of collinearity with the absorbed variable.{p_end}
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   447,828
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    37,319

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.2192{col 63}{txt}min{col 67}={col 69}{res}        12
{txt}     Between = {res}0.0648{col 63}{txt}avg{col 67}={col 69}{res}      12.0
{txt}     Overall = {res}0.0605{col 63}{txt}max{col 67}={col 69}{res}        12

{txt}{col 49}F({res}75{txt}, {res}6127{txt}){col 67}={col 70}{res}    33.63
{txt}corr(u_i, Xb) = {res}0.1256{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 95:(Std. err. adjusted for {res:6,128} clusters in {res:conpfaf4})}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                    ihslights{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      t{col 63}   P>|t|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 21}dsi_cat7 {c |}
{space 13}Extreme drought  {c |}{col 31}{res}{space 2}-.0152434{col 43}{space 2} .0028523{col 54}{space 1}   -5.34{col 63}{space 3}0.000{col 71}{space 4}-.0208348{col 84}{space 3}-.0096519
{txt}{space 14}Severe drought  {c |}{col 31}{res}{space 2}-.0078257{col 43}{space 2} .0021144{col 54}{space 1}   -3.70{col 63}{space 3}0.000{col 71}{space 4}-.0119705{col 84}{space 3}-.0036808
{txt}{space 12}Moderate drought  {c |}{col 31}{res}{space 2}-.0071862{col 43}{space 2} .0016853{col 54}{space 1}   -4.26{col 63}{space 3}0.000{col 71}{space 4}-.0104899{col 84}{space 3}-.0038825
{txt}{space 16}Mild drought  {c |}{col 31}{res}{space 2}-.0032988{col 43}{space 2} .0013318{col 54}{space 1}   -2.48{col 63}{space 3}0.013{col 71}{space 4}-.0059096{col 84}{space 3}-.0006879
{txt}{space 11}Incipient drought  {c |}{col 31}{res}{space 2}-.0020597{col 43}{space 2} .0010454{col 54}{space 1}   -1.97{col 63}{space 3}0.049{col 71}{space 4}-.0041091{col 84}{space 3}-.0000103
{txt}{space 25}Wet  {c |}{col 31}{res}{space 2} .0050959{col 43}{space 2} .0010414{col 54}{space 1}    4.89{col 63}{space 3}0.000{col 71}{space 4} .0030545{col 84}{space 3} .0071373
{txt}{space 29} {c |}
{space 22}dev_tmp {c |}{col 31}{res}{space 2}-.0109241{col 43}{space 2} .0021526{col 54}{space 1}   -5.07{col 63}{space 3}0.000{col 71}{space 4}-.0151439{col 84}{space 3}-.0067043
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0112646{col 43}{space 2} .0021534{col 54}{space 1}   -5.23{col 63}{space 3}0.000{col 71}{space 4} -.015486{col 84}{space 3}-.0070431
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0038616{col 43}{space 2} .0016565{col 54}{space 1}   -2.33{col 63}{space 3}0.020{col 71}{space 4} -.007109{col 84}{space 3}-.0006142
{txt}{space 29} {c |}
{space 15}year#continent {c |}
{space 21}2000#AS  {c |}{col 31}{res}{space 2}-.1443348{col 43}{space 2} .0118812{col 54}{space 1}  -12.15{col 63}{space 3}0.000{col 71}{space 4}-.1676261{col 84}{space 3}-.1210436
{txt}{space 21}2000#AU  {c |}{col 31}{res}{space 2}-.0107614{col 43}{space 2} .0067868{col 54}{space 1}   -1.59{col 63}{space 3}0.113{col 71}{space 4}-.0240659{col 84}{space 3} .0025431
{txt}{space 21}2000#EU  {c |}{col 31}{res}{space 2} .1296782{col 43}{space 2} .0104627{col 54}{space 1}   12.39{col 63}{space 3}0.000{col 71}{space 4} .1091675{col 84}{space 3} .1501888
{txt}{space 21}2000#NA  {c |}{col 31}{res}{space 2} .1403693{col 43}{space 2} .0076554{col 54}{space 1}   18.34{col 63}{space 3}0.000{col 71}{space 4}  .125362{col 84}{space 3} .1553766
{txt}{space 21}2000#SA  {c |}{col 31}{res}{space 2}-.0870771{col 43}{space 2}  .011034{col 54}{space 1}   -7.89{col 63}{space 3}0.000{col 71}{space 4}-.1087075{col 84}{space 3}-.0654466
{txt}{space 21}2001#AF  {c |}{col 31}{res}{space 2} .0007103{col 43}{space 2} .0022885{col 54}{space 1}    0.31{col 63}{space 3}0.756{col 71}{space 4} -.003776{col 84}{space 3} .0051965
{txt}{space 21}2001#AS  {c |}{col 31}{res}{space 2}-.1429493{col 43}{space 2} .0121127{col 54}{space 1}  -11.80{col 63}{space 3}0.000{col 71}{space 4}-.1666945{col 84}{space 3}-.1192042
{txt}{space 21}2001#AU  {c |}{col 31}{res}{space 2}-.0004517{col 43}{space 2} .0055505{col 54}{space 1}   -0.08{col 63}{space 3}0.935{col 71}{space 4}-.0113326{col 84}{space 3} .0104292
{txt}{space 21}2001#EU  {c |}{col 31}{res}{space 2} .1202763{col 43}{space 2} .0101342{col 54}{space 1}   11.87{col 63}{space 3}0.000{col 71}{space 4} .1004097{col 84}{space 3}  .140143
{txt}{space 21}2001#NA  {c |}{col 31}{res}{space 2}  .124527{col 43}{space 2} .0073657{col 54}{space 1}   16.91{col 63}{space 3}0.000{col 71}{space 4} .1100877{col 84}{space 3} .1389664
{txt}{space 21}2001#SA  {c |}{col 31}{res}{space 2}-.0930663{col 43}{space 2} .0116559{col 54}{space 1}   -7.98{col 63}{space 3}0.000{col 71}{space 4}-.1159159{col 84}{space 3}-.0702168
{txt}{space 21}2002#AF  {c |}{col 31}{res}{space 2} .0181573{col 43}{space 2} .0027031{col 54}{space 1}    6.72{col 63}{space 3}0.000{col 71}{space 4} .0128582{col 84}{space 3} .0234564
{txt}{space 21}2002#AS  {c |}{col 31}{res}{space 2}-.1194916{col 43}{space 2} .0102899{col 54}{space 1}  -11.61{col 63}{space 3}0.000{col 71}{space 4}-.1396634{col 84}{space 3}-.0993197
{txt}{space 21}2002#AU  {c |}{col 31}{res}{space 2} .0284426{col 43}{space 2} .0064652{col 54}{space 1}    4.40{col 63}{space 3}0.000{col 71}{space 4} .0157685{col 84}{space 3} .0411167
{txt}{space 21}2002#EU  {c |}{col 31}{res}{space 2} .1235874{col 43}{space 2} .0120492{col 54}{space 1}   10.26{col 63}{space 3}0.000{col 71}{space 4} .0999667{col 84}{space 3} .1472082
{txt}{space 21}2002#NA  {c |}{col 31}{res}{space 2} .1193167{col 43}{space 2} .0070043{col 54}{space 1}   17.03{col 63}{space 3}0.000{col 71}{space 4} .1055859{col 84}{space 3} .1330475
{txt}{space 21}2002#SA  {c |}{col 31}{res}{space 2}-.0775544{col 43}{space 2}  .010363{col 54}{space 1}   -7.48{col 63}{space 3}0.000{col 71}{space 4}-.0978696{col 84}{space 3}-.0572393
{txt}{space 21}2003#AF  {c |}{col 31}{res}{space 2}-.0155122{col 43}{space 2} .0032456{col 54}{space 1}   -4.78{col 63}{space 3}0.000{col 71}{space 4}-.0218748{col 84}{space 3}-.0091496
{txt}{space 21}2003#AS  {c |}{col 31}{res}{space 2}-.2095317{col 43}{space 2} .0180935{col 54}{space 1}  -11.58{col 63}{space 3}0.000{col 71}{space 4}-.2450014{col 84}{space 3} -.174062
{txt}{space 21}2003#AU  {c |}{col 31}{res}{space 2}-.0277022{col 43}{space 2} .0041516{col 54}{space 1}   -6.67{col 63}{space 3}0.000{col 71}{space 4}-.0358408{col 84}{space 3}-.0195637
{txt}{space 21}2003#EU  {c |}{col 31}{res}{space 2}-.0436765{col 43}{space 2} .0095182{col 54}{space 1}   -4.59{col 63}{space 3}0.000{col 71}{space 4}-.0623356{col 84}{space 3}-.0250175
{txt}{space 21}2003#NA  {c |}{col 31}{res}{space 2}-.0028077{col 43}{space 2} .0042094{col 54}{space 1}   -0.67{col 63}{space 3}0.505{col 71}{space 4}-.0110596{col 84}{space 3} .0054442
{txt}{space 21}2003#SA  {c |}{col 31}{res}{space 2} -.113846{col 43}{space 2} .0150513{col 54}{space 1}   -7.56{col 63}{space 3}0.000{col 71}{space 4}-.1433518{col 84}{space 3}-.0843402
{txt}{space 21}2004#AF  {c |}{col 31}{res}{space 2}-.0090564{col 43}{space 2}  .002538{col 54}{space 1}   -3.57{col 63}{space 3}0.000{col 71}{space 4}-.0140318{col 84}{space 3} -.004081
{txt}{space 21}2004#AS  {c |}{col 31}{res}{space 2}-.1843483{col 43}{space 2} .0172226{col 54}{space 1}  -10.70{col 63}{space 3}0.000{col 71}{space 4}-.2181106{col 84}{space 3} -.150586
{txt}{space 21}2004#AU  {c |}{col 31}{res}{space 2}-.0284602{col 43}{space 2} .0068784{col 54}{space 1}   -4.14{col 63}{space 3}0.000{col 71}{space 4}-.0419443{col 84}{space 3} -.014976
{txt}{space 21}2004#EU  {c |}{col 31}{res}{space 2}-.0157017{col 43}{space 2} .0084589{col 54}{space 1}   -1.86{col 63}{space 3}0.063{col 71}{space 4}-.0322842{col 84}{space 3} .0008807
{txt}{space 21}2004#NA  {c |}{col 31}{res}{space 2} .0051858{col 43}{space 2} .0043975{col 54}{space 1}    1.18{col 63}{space 3}0.238{col 71}{space 4}-.0034349{col 84}{space 3} .0138065
{txt}{space 21}2004#SA  {c |}{col 31}{res}{space 2}-.1091354{col 43}{space 2} .0151167{col 54}{space 1}   -7.22{col 63}{space 3}0.000{col 71}{space 4}-.1387694{col 84}{space 3}-.0795015
{txt}{space 21}2005#AF  {c |}{col 31}{res}{space 2} .0042099{col 43}{space 2} .0030339{col 54}{space 1}    1.39{col 63}{space 3}0.165{col 71}{space 4}-.0017376{col 84}{space 3} .0101574
{txt}{space 21}2005#AS  {c |}{col 31}{res}{space 2}-.1637101{col 43}{space 2} .0151789{col 54}{space 1}  -10.79{col 63}{space 3}0.000{col 71}{space 4}-.1934662{col 84}{space 3}-.1339541
{txt}{space 21}2005#AU  {c |}{col 31}{res}{space 2}-.0328214{col 43}{space 2} .0069749{col 54}{space 1}   -4.71{col 63}{space 3}0.000{col 71}{space 4}-.0464947{col 84}{space 3}-.0191481
{txt}{space 21}2005#EU  {c |}{col 31}{res}{space 2}  .050428{col 43}{space 2} .0068291{col 54}{space 1}    7.38{col 63}{space 3}0.000{col 71}{space 4} .0370406{col 84}{space 3} .0638154
{txt}{space 21}2005#NA  {c |}{col 31}{res}{space 2}  .039296{col 43}{space 2}  .004656{col 54}{space 1}    8.44{col 63}{space 3}0.000{col 71}{space 4} .0301686{col 84}{space 3} .0484235
{txt}{space 21}2005#SA  {c |}{col 31}{res}{space 2}-.0980043{col 43}{space 2} .0138224{col 54}{space 1}   -7.09{col 63}{space 3}0.000{col 71}{space 4}-.1251011{col 84}{space 3}-.0709075
{txt}{space 21}2006#AF  {c |}{col 31}{res}{space 2}  .005431{col 43}{space 2} .0036234{col 54}{space 1}    1.50{col 63}{space 3}0.134{col 71}{space 4}-.0016722{col 84}{space 3} .0125342
{txt}{space 21}2006#AS  {c |}{col 31}{res}{space 2}-.1604322{col 43}{space 2} .0148094{col 54}{space 1}  -10.83{col 63}{space 3}0.000{col 71}{space 4}-.1894638{col 84}{space 3}-.1314006
{txt}{space 21}2006#AU  {c |}{col 31}{res}{space 2}-.0272141{col 43}{space 2}  .009117{col 54}{space 1}   -2.98{col 63}{space 3}0.003{col 71}{space 4}-.0450866{col 84}{space 3}-.0093415
{txt}{space 21}2006#EU  {c |}{col 31}{res}{space 2}-.0404619{col 43}{space 2} .0106285{col 54}{space 1}   -3.81{col 63}{space 3}0.000{col 71}{space 4}-.0612975{col 84}{space 3}-.0196263
{txt}{space 21}2006#NA  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2006#SA  {c |}{col 31}{res}{space 2}-.0876685{col 43}{space 2} .0119121{col 54}{space 1}   -7.36{col 63}{space 3}0.000{col 71}{space 4}-.1110204{col 84}{space 3}-.0643167
{txt}{space 21}2007#AF  {c |}{col 31}{res}{space 2} .0245894{col 43}{space 2} .0048183{col 54}{space 1}    5.10{col 63}{space 3}0.000{col 71}{space 4} .0151437{col 84}{space 3}  .034035
{txt}{space 21}2007#AS  {c |}{col 31}{res}{space 2}-.0698074{col 43}{space 2} .0087767{col 54}{space 1}   -7.95{col 63}{space 3}0.000{col 71}{space 4}-.0870127{col 84}{space 3} -.052602
{txt}{space 21}2007#AU  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2007#EU  {c |}{col 31}{res}{space 2} .1093113{col 43}{space 2} .0080695{col 54}{space 1}   13.55{col 63}{space 3}0.000{col 71}{space 4} .0934923{col 84}{space 3} .1251303
{txt}{space 21}2007#NA  {c |}{col 31}{res}{space 2} .1044435{col 43}{space 2} .0056925{col 54}{space 1}   18.35{col 63}{space 3}0.000{col 71}{space 4} .0932842{col 84}{space 3} .1156028
{txt}{space 21}2007#SA  {c |}{col 31}{res}{space 2}-.0705887{col 43}{space 2} .0094135{col 54}{space 1}   -7.50{col 63}{space 3}0.000{col 71}{space 4}-.0890424{col 84}{space 3} -.052135
{txt}{space 21}2008#AF  {c |}{col 31}{res}{space 2} .0154813{col 43}{space 2} .0037136{col 54}{space 1}    4.17{col 63}{space 3}0.000{col 71}{space 4} .0082014{col 84}{space 3} .0227612
{txt}{space 21}2008#AS  {c |}{col 31}{res}{space 2}-.1018545{col 43}{space 2}  .010447{col 54}{space 1}   -9.75{col 63}{space 3}0.000{col 71}{space 4}-.1223343{col 84}{space 3}-.0813748
{txt}{space 21}2008#AU  {c |}{col 31}{res}{space 2}-.0185031{col 43}{space 2} .0057305{col 54}{space 1}   -3.23{col 63}{space 3}0.001{col 71}{space 4} -.029737{col 84}{space 3}-.0072692
{txt}{space 21}2008#EU  {c |}{col 31}{res}{space 2} .0973285{col 43}{space 2} .0063718{col 54}{space 1}   15.27{col 63}{space 3}0.000{col 71}{space 4} .0848376{col 84}{space 3} .1098195
{txt}{space 21}2008#NA  {c |}{col 31}{res}{space 2} .0918243{col 43}{space 2} .0060839{col 54}{space 1}   15.09{col 63}{space 3}0.000{col 71}{space 4} .0798977{col 84}{space 3}  .103751
{txt}{space 21}2008#SA  {c |}{col 31}{res}{space 2} -.073124{col 43}{space 2} .0092104{col 54}{space 1}   -7.94{col 63}{space 3}0.000{col 71}{space 4}-.0911795{col 84}{space 3}-.0550684
{txt}{space 21}2009#AF  {c |}{col 31}{res}{space 2} .0084561{col 43}{space 2} .0034736{col 54}{space 1}    2.43{col 63}{space 3}0.015{col 71}{space 4} .0016466{col 84}{space 3} .0152655
{txt}{space 21}2009#AS  {c |}{col 31}{res}{space 2}-.1556053{col 43}{space 2} .0145668{col 54}{space 1}  -10.68{col 63}{space 3}0.000{col 71}{space 4}-.1841614{col 84}{space 3}-.1270492
{txt}{space 21}2009#AU  {c |}{col 31}{res}{space 2}-.0338731{col 43}{space 2} .0100903{col 54}{space 1}   -3.36{col 63}{space 3}0.001{col 71}{space 4}-.0536537{col 84}{space 3}-.0140926
{txt}{space 21}2009#EU  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2009#NA  {c |}{col 31}{res}{space 2} .0140976{col 43}{space 2} .0049853{col 54}{space 1}    2.83{col 63}{space 3}0.005{col 71}{space 4} .0043247{col 84}{space 3} .0238705
{txt}{space 21}2009#SA  {c |}{col 31}{res}{space 2}-.0788837{col 43}{space 2} .0106151{col 54}{space 1}   -7.43{col 63}{space 3}0.000{col 71}{space 4} -.099693{col 84}{space 3}-.0580745
{txt}{space 21}2010#AF  {c |}{col 31}{res}{space 2} .0802527{col 43}{space 2} .0088725{col 54}{space 1}    9.05{col 63}{space 3}0.000{col 71}{space 4} .0628596{col 84}{space 3} .0976459
{txt}{space 21}2010#AS  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2010#AU  {c |}{col 31}{res}{space 2} .0796488{col 43}{space 2} .0124345{col 54}{space 1}    6.41{col 63}{space 3}0.000{col 71}{space 4} .0552727{col 84}{space 3} .1040249
{txt}{space 21}2010#EU  {c |}{col 31}{res}{space 2} .3841769{col 43}{space 2} .0158256{col 54}{space 1}   24.28{col 63}{space 3}0.000{col 71}{space 4} .3531531{col 84}{space 3} .4152007
{txt}{space 21}2010#NA  {c |}{col 31}{res}{space 2} .2169168{col 43}{space 2} .0095414{col 54}{space 1}   22.73{col 63}{space 3}0.000{col 71}{space 4} .1982124{col 84}{space 3} .2356213
{txt}{space 21}2010#SA  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 21}2011#AF  {c |}{col 31}{res}{space 2} .0499962{col 43}{space 2} .0062693{col 54}{space 1}    7.97{col 63}{space 3}0.000{col 71}{space 4}  .037706{col 84}{space 3} .0622863
{txt}{space 21}2011#AS  {c |}{col 31}{res}{space 2}-.0469481{col 43}{space 2} .0065796{col 54}{space 1}   -7.14{col 63}{space 3}0.000{col 71}{space 4}-.0598464{col 84}{space 3}-.0340499
{txt}{space 21}2011#AU  {c |}{col 31}{res}{space 2} .0425312{col 43}{space 2} .0086659{col 54}{space 1}    4.91{col 63}{space 3}0.000{col 71}{space 4} .0255431{col 84}{space 3} .0595193
{txt}{space 21}2011#EU  {c |}{col 31}{res}{space 2} .2140868{col 43}{space 2} .0109526{col 54}{space 1}   19.55{col 63}{space 3}0.000{col 71}{space 4} .1926158{col 84}{space 3} .2355579
{txt}{space 21}2011#NA  {c |}{col 31}{res}{space 2} .1144748{col 43}{space 2} .0064022{col 54}{space 1}   17.88{col 63}{space 3}0.000{col 71}{space 4} .1019244{col 84}{space 3} .1270253
{txt}{space 21}2011#SA  {c |}{col 31}{res}{space 2}-.0268301{col 43}{space 2} .0032976{col 54}{space 1}   -8.14{col 63}{space 3}0.000{col 71}{space 4}-.0332945{col 84}{space 3}-.0203657
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .5855567{col 43}{space 2} .0045335{col 54}{space 1}  129.16{col 63}{space 3}0.000{col 71}{space 4} .5766694{col 84}{space 3}  .594444
{txt}{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                      sigma_u {c |} {res} .88476855
                      {txt}sigma_e {c |} {res} .13410025
                          {txt}rho {c |} {res} .97754381{txt}   (fraction of variance due to u_i)
{hline 30}{c BT}{hline 64}
{res}{txt}{p 0 6 2}note: {bf:2007.year#2.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2006.year#5.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2010.year#4.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2000b.year#6.continent} omitted because of collinearity with the absorbed variable.{p_end}
{txt}{p 0 6 2}note: {bf:2010.year#3.continent} omitted because of collinearity with the absorbed variable.{p_end}
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   447,828
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    37,319

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.2195{col 63}{txt}min{col 67}={col 69}{res}        12
{txt}     Between = {res}0.0456{col 63}{txt}avg{col 67}={col 69}{res}      12.0
{txt}     Overall = {res}0.0222{col 63}{txt}max{col 67}={col 69}{res}        12

{txt}{col 49}F({res}78{txt}, {res}6127{txt}){col 67}={col 70}{res}    32.39
{txt}corr(u_i, Xb) = {res}-0.2965{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 104:(Std. err. adjusted for {res:6,128} clusters in {res:conpfaf4})}
{hline 39}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 40}{c |}{col 52}    Robust
{col 1}                             ihslights{col 40}{c |} Coefficient{col 52}  std. err.{col 64}      t{col 72}   P>|t|{col 80}     [95% con{col 93}f. interval]
{hline 39}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 30}dsi_cat7 {c |}
{space 22}Extreme drought  {c |}{col 40}{res}{space 2}-.0165833{col 52}{space 2}  .002948{col 63}{space 1}   -5.63{col 72}{space 3}0.000{col 80}{space 4}-.0223625{col 93}{space 3}-.0108041
{txt}{space 23}Severe drought  {c |}{col 40}{res}{space 2}-.0088958{col 52}{space 2} .0021687{col 63}{space 1}   -4.10{col 72}{space 3}0.000{col 80}{space 4}-.0131473{col 93}{space 3}-.0046442
{txt}{space 21}Moderate drought  {c |}{col 40}{res}{space 2}-.0080181{col 52}{space 2} .0017443{col 63}{space 1}   -4.60{col 72}{space 3}0.000{col 80}{space 4}-.0114375{col 93}{space 3}-.0045988
{txt}{space 25}Mild drought  {c |}{col 40}{res}{space 2}-.0038815{col 52}{space 2} .0013679{col 63}{space 1}   -2.84{col 72}{space 3}0.005{col 80}{space 4}-.0065631{col 93}{space 3}-.0011999
{txt}{space 20}Incipient drought  {c |}{col 40}{res}{space 2}-.0023478{col 52}{space 2} .0010721{col 63}{space 1}   -2.19{col 72}{space 3}0.029{col 80}{space 4}-.0044494{col 93}{space 3}-.0002461
{txt}{space 34}Wet  {c |}{col 40}{res}{space 2} .0055134{col 52}{space 2} .0010428{col 63}{space 1}    5.29{col 72}{space 3}0.000{col 80}{space 4} .0034691{col 93}{space 3} .0075577
{txt}{space 38} {c |}
{space 31}dev_tmp {c |}{col 40}{res}{space 2}-.0111856{col 52}{space 2} .0021603{col 63}{space 1}   -5.18{col 72}{space 3}0.000{col 80}{space 4}-.0154205{col 93}{space 3}-.0069507
{txt}{space 38} {c |}
{space 19}c.dev_tmp#c.dev_tmp {c |}{col 40}{res}{space 2}-.0113352{col 52}{space 2} .0021472{col 63}{space 1}   -5.28{col 72}{space 3}0.000{col 80}{space 4}-.0155445{col 93}{space 3}-.0071259
{txt}{space 38} {c |}
{space 9}c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 40}{res}{space 2}-.0037423{col 52}{space 2} .0016372{col 63}{space 1}   -2.29{col 72}{space 3}0.022{col 80}{space 4}-.0069519{col 93}{space 3}-.0005328
{txt}{space 38} {c |}
{space 28}dev_precip {c |}{col 40}{res}{space 2} -.001465{col 52}{space 2} .0006226{col 63}{space 1}   -2.35{col 72}{space 3}0.019{col 80}{space 4}-.0026855{col 93}{space 3}-.0002445
{txt}{space 38} {c |}
{space 13}c.dev_precip#c.dev_precip {c |}{col 40}{res}{space 2} .0004351{col 52}{space 2} .0001755{col 63}{space 1}    2.48{col 72}{space 3}0.013{col 80}{space 4} .0000911{col 93}{space 3} .0007792
{txt}{space 38} {c |}
c.dev_precip#c.dev_precip#c.dev_precip {c |}{col 40}{res}{space 2}-.0000217{col 52}{space 2} .0000112{col 63}{space 1}   -1.93{col 72}{space 3}0.054{col 80}{space 4}-.0000437{col 93}{space 3} 3.74e-07
{txt}{space 38} {c |}
{space 24}year#continent {c |}
{space 30}2000#AS  {c |}{col 40}{res}{space 2}-.0745726{col 52}{space 2} .0066091{col 63}{space 1}  -11.28{col 72}{space 3}0.000{col 80}{space 4}-.0875287{col 93}{space 3}-.0616165
{txt}{space 30}2000#AU  {c |}{col 40}{res}{space 2}-.0891073{col 52}{space 2} .0174609{col 63}{space 1}   -5.10{col 72}{space 3}0.000{col 80}{space 4}-.1233368{col 93}{space 3}-.0548778
{txt}{space 30}2000#EU  {c |}{col 40}{res}{space 2}-.2544457{col 52}{space 2} .0135732{col 63}{space 1}  -18.75{col 72}{space 3}0.000{col 80}{space 4}-.2810539{col 93}{space 3}-.2278375
{txt}{space 30}2000#NA  {c |}{col 40}{res}{space 2} .1395753{col 52}{space 2} .0076779{col 63}{space 1}   18.18{col 72}{space 3}0.000{col 80}{space 4}  .124524{col 93}{space 3} .1546267
{txt}{space 30}2000#SA  {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (omitted)
{space 30}2001#AF  {c |}{col 40}{res}{space 2} .0008007{col 52}{space 2} .0022943{col 63}{space 1}    0.35{col 72}{space 3}0.727{col 80}{space 4} -.003697{col 93}{space 3} .0052984
{txt}{space 30}2001#AS  {c |}{col 40}{res}{space 2}  -.07334{col 52}{space 2} .0065101{col 63}{space 1}  -11.27{col 72}{space 3}0.000{col 80}{space 4}-.0861022{col 93}{space 3}-.0605779
{txt}{space 30}2001#AU  {c |}{col 40}{res}{space 2}-.0793693{col 52}{space 2} .0157389{col 63}{space 1}   -5.04{col 72}{space 3}0.000{col 80}{space 4}-.1102231{col 93}{space 3}-.0485155
{txt}{space 30}2001#EU  {c |}{col 40}{res}{space 2}-.2638998{col 52}{space 2} .0156816{col 63}{space 1}  -16.83{col 72}{space 3}0.000{col 80}{space 4}-.2946412{col 93}{space 3}-.2331584
{txt}{space 30}2001#NA  {c |}{col 40}{res}{space 2} .1237803{col 52}{space 2}  .007357{col 63}{space 1}   16.82{col 72}{space 3}0.000{col 80}{space 4} .1093581{col 93}{space 3} .1382025
{txt}{space 30}2001#SA  {c |}{col 40}{res}{space 2}-.0074839{col 52}{space 2} .0017577{col 63}{space 1}   -4.26{col 72}{space 3}0.000{col 80}{space 4}-.0109296{col 93}{space 3}-.0040382
{txt}{space 30}2002#AF  {c |}{col 40}{res}{space 2} .0181168{col 52}{space 2} .0026981{col 63}{space 1}    6.71{col 72}{space 3}0.000{col 80}{space 4} .0128276{col 93}{space 3}  .023406
{txt}{space 30}2002#AS  {c |}{col 40}{res}{space 2} -.049844{col 52}{space 2} .0050065{col 63}{space 1}   -9.96{col 72}{space 3}0.000{col 80}{space 4}-.0596586{col 93}{space 3}-.0400294
{txt}{space 30}2002#AU  {c |}{col 40}{res}{space 2}-.0533766{col 52}{space 2} .0153474{col 63}{space 1}   -3.48{col 72}{space 3}0.001{col 80}{space 4}-.0834628{col 93}{space 3}-.0232904
{txt}{space 30}2002#EU  {c |}{col 40}{res}{space 2}-.2605122{col 52}{space 2} .0174677{col 63}{space 1}  -14.91{col 72}{space 3}0.000{col 80}{space 4}-.2947551{col 93}{space 3}-.2262694
{txt}{space 30}2002#NA  {c |}{col 40}{res}{space 2} .1187502{col 52}{space 2} .0070221{col 63}{space 1}   16.91{col 72}{space 3}0.000{col 80}{space 4} .1049844{col 93}{space 3} .1325161
{txt}{space 30}2002#SA  {c |}{col 40}{res}{space 2} .0085261{col 52}{space 2} .0017439{col 63}{space 1}    4.89{col 72}{space 3}0.000{col 80}{space 4} .0051074{col 93}{space 3} .0119447
{txt}{space 30}2003#AF  {c |}{col 40}{res}{space 2}-.0153164{col 52}{space 2} .0032563{col 63}{space 1}   -4.70{col 72}{space 3}0.000{col 80}{space 4}-.0216999{col 93}{space 3}-.0089329
{txt}{space 30}2003#AS  {c |}{col 40}{res}{space 2}-.1402003{col 52}{space 2} .0108767{col 63}{space 1}  -12.89{col 72}{space 3}0.000{col 80}{space 4}-.1615225{col 93}{space 3}-.1188781
{txt}{space 30}2003#AU  {c |}{col 40}{res}{space 2}-.1068835{col 52}{space 2} .0152047{col 63}{space 1}   -7.03{col 72}{space 3}0.000{col 80}{space 4}-.1366901{col 93}{space 3}-.0770769
{txt}{space 30}2003#EU  {c |}{col 40}{res}{space 2}-.4283311{col 52}{space 2} .0179819{col 63}{space 1}  -23.82{col 72}{space 3}0.000{col 80}{space 4}-.4635818{col 93}{space 3}-.3930803
{txt}{space 30}2003#NA  {c |}{col 40}{res}{space 2}-.0030817{col 52}{space 2} .0042044{col 63}{space 1}   -0.73{col 72}{space 3}0.464{col 80}{space 4}-.0113238{col 93}{space 3} .0051603
{txt}{space 30}2003#SA  {c |}{col 40}{res}{space 2}-.0278585{col 52}{space 2} .0047929{col 63}{space 1}   -5.81{col 72}{space 3}0.000{col 80}{space 4}-.0372542{col 93}{space 3}-.0184628
{txt}{space 30}2004#AF  {c |}{col 40}{res}{space 2}-.0088594{col 52}{space 2} .0025335{col 63}{space 1}   -3.50{col 72}{space 3}0.000{col 80}{space 4} -.013826{col 93}{space 3}-.0038929
{txt}{space 30}2004#AS  {c |}{col 40}{res}{space 2}-.1147768{col 52}{space 2} .0100771{col 63}{space 1}  -11.39{col 72}{space 3}0.000{col 80}{space 4}-.1345314{col 93}{space 3}-.0950222
{txt}{space 30}2004#AU  {c |}{col 40}{res}{space 2}-.1099547{col 52}{space 2}  .018347{col 63}{space 1}   -5.99{col 72}{space 3}0.000{col 80}{space 4}-.1459213{col 93}{space 3} -.073988
{txt}{space 30}2004#EU  {c |}{col 40}{res}{space 2}-.3997459{col 52}{space 2} .0164411{col 63}{space 1}  -24.31{col 72}{space 3}0.000{col 80}{space 4}-.4319763{col 93}{space 3}-.3675154
{txt}{space 30}2004#NA  {c |}{col 40}{res}{space 2} .0049503{col 52}{space 2} .0043984{col 63}{space 1}    1.13{col 72}{space 3}0.260{col 80}{space 4}-.0036721{col 93}{space 3} .0135728
{txt}{space 30}2004#SA  {c |}{col 40}{res}{space 2}-.0229294{col 52}{space 2} .0048768{col 63}{space 1}   -4.70{col 72}{space 3}0.000{col 80}{space 4}-.0324896{col 93}{space 3}-.0133693
{txt}{space 30}2005#AF  {c |}{col 40}{res}{space 2} .0040739{col 52}{space 2} .0030318{col 63}{space 1}    1.34{col 72}{space 3}0.179{col 80}{space 4}-.0018695{col 93}{space 3} .0100174
{txt}{space 30}2005#AS  {c |}{col 40}{res}{space 2}-.0941482{col 52}{space 2} .0081537{col 63}{space 1}  -11.55{col 72}{space 3}0.000{col 80}{space 4}-.1101323{col 93}{space 3}-.0781641
{txt}{space 30}2005#AU  {c |}{col 40}{res}{space 2}-.1131042{col 52}{space 2} .0177521{col 63}{space 1}   -6.37{col 72}{space 3}0.000{col 80}{space 4}-.1479045{col 93}{space 3}-.0783039
{txt}{space 30}2005#EU  {c |}{col 40}{res}{space 2}-.3340798{col 52}{space 2} .0141156{col 63}{space 1}  -23.67{col 72}{space 3}0.000{col 80}{space 4}-.3617514{col 93}{space 3}-.3064082
{txt}{space 30}2005#NA  {c |}{col 40}{res}{space 2} .0390184{col 52}{space 2} .0046459{col 63}{space 1}    8.40{col 72}{space 3}0.000{col 80}{space 4} .0299108{col 93}{space 3}  .048126
{txt}{space 30}2005#SA  {c |}{col 40}{res}{space 2}-.0121606{col 52}{space 2} .0035213{col 63}{space 1}   -3.45{col 72}{space 3}0.001{col 80}{space 4}-.0190636{col 93}{space 3}-.0052576
{txt}{space 30}2006#AF  {c |}{col 40}{res}{space 2} .0059921{col 52}{space 2} .0036415{col 63}{space 1}    1.65{col 72}{space 3}0.100{col 80}{space 4}-.0011465{col 93}{space 3} .0131307
{txt}{space 30}2006#AS  {c |}{col 40}{res}{space 2}-.0903827{col 52}{space 2} .0077642{col 63}{space 1}  -11.64{col 72}{space 3}0.000{col 80}{space 4}-.1056033{col 93}{space 3}-.0751621
{txt}{space 30}2006#AU  {c |}{col 40}{res}{space 2}-.1077804{col 52}{space 2} .0192553{col 63}{space 1}   -5.60{col 72}{space 3}0.000{col 80}{space 4}-.1455275{col 93}{space 3}-.0700332
{txt}{space 30}2006#EU  {c |}{col 40}{res}{space 2}-.4246885{col 52}{space 2} .0197142{col 63}{space 1}  -21.54{col 72}{space 3}0.000{col 80}{space 4}-.4633353{col 93}{space 3}-.3860417
{txt}{space 30}2006#NA  {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (omitted)
{space 30}2006#SA  {c |}{col 40}{res}{space 2}-.0009713{col 52}{space 2} .0022708{col 63}{space 1}   -0.43{col 72}{space 3}0.669{col 80}{space 4}-.0054228{col 93}{space 3} .0034802
{txt}{space 30}2007#AF  {c |}{col 40}{res}{space 2} .0249725{col 52}{space 2} .0048259{col 63}{space 1}    5.17{col 72}{space 3}0.000{col 80}{space 4} .0155121{col 93}{space 3} .0344329
{txt}{space 30}2007#AS  {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (omitted)
{space 30}2007#AU  {c |}{col 40}{res}{space 2}-.0794708{col 52}{space 2} .0123919{col 63}{space 1}   -6.41{col 72}{space 3}0.000{col 80}{space 4}-.1037633{col 93}{space 3}-.0551784
{txt}{space 30}2007#EU  {c |}{col 40}{res}{space 2}-.2747772{col 52}{space 2} .0145538{col 63}{space 1}  -18.88{col 72}{space 3}0.000{col 80}{space 4}-.3033077{col 93}{space 3}-.2462468
{txt}{space 30}2007#NA  {c |}{col 40}{res}{space 2}  .103742{col 52}{space 2}  .005705{col 63}{space 1}   18.18{col 72}{space 3}0.000{col 80}{space 4} .0925581{col 93}{space 3} .1149259
{txt}{space 30}2007#SA  {c |}{col 40}{res}{space 2}  .015194{col 52}{space 2} .0022095{col 63}{space 1}    6.88{col 72}{space 3}0.000{col 80}{space 4} .0108626{col 93}{space 3} .0195254
{txt}{space 30}2008#AF  {c |}{col 40}{res}{space 2} .0160833{col 52}{space 2}  .003731{col 63}{space 1}    4.31{col 72}{space 3}0.000{col 80}{space 4} .0087691{col 93}{space 3} .0233974
{txt}{space 30}2008#AS  {c |}{col 40}{res}{space 2}-.0316015{col 52}{space 2} .0039011{col 63}{space 1}   -8.10{col 72}{space 3}0.000{col 80}{space 4} -.039249{col 93}{space 3} -.023954
{txt}{space 30}2008#AU  {c |}{col 40}{res}{space 2}-.0972706{col 52}{space 2} .0155943{col 63}{space 1}   -6.24{col 72}{space 3}0.000{col 80}{space 4}-.1278409{col 93}{space 3}-.0667004
{txt}{space 30}2008#EU  {c |}{col 40}{res}{space 2}-.2865557{col 52}{space 2} .0142476{col 63}{space 1}  -20.11{col 72}{space 3}0.000{col 80}{space 4}-.3144861{col 93}{space 3}-.2586253
{txt}{space 30}2008#NA  {c |}{col 40}{res}{space 2} .0916934{col 52}{space 2} .0060841{col 63}{space 1}   15.07{col 72}{space 3}0.000{col 80}{space 4} .0797665{col 93}{space 3} .1036202
{txt}{space 30}2008#SA  {c |}{col 40}{res}{space 2} .0134014{col 52}{space 2} .0023776{col 63}{space 1}    5.64{col 72}{space 3}0.000{col 80}{space 4} .0087405{col 93}{space 3} .0180624
{txt}{space 30}2009#AF  {c |}{col 40}{res}{space 2} .0089532{col 52}{space 2} .0034922{col 63}{space 1}    2.56{col 72}{space 3}0.010{col 80}{space 4} .0021073{col 93}{space 3} .0157991
{txt}{space 30}2009#AS  {c |}{col 40}{res}{space 2}-.0857907{col 52}{space 2} .0080892{col 63}{space 1}  -10.61{col 72}{space 3}0.000{col 80}{space 4}-.1016483{col 93}{space 3}-.0699331
{txt}{space 30}2009#AU  {c |}{col 40}{res}{space 2}-.1139264{col 52}{space 2} .0204068{col 63}{space 1}   -5.58{col 72}{space 3}0.000{col 80}{space 4} -.153931{col 93}{space 3}-.0739219
{txt}{space 30}2009#EU  {c |}{col 40}{res}{space 2}-.3837116{col 52}{space 2} .0157866{col 63}{space 1}  -24.31{col 72}{space 3}0.000{col 80}{space 4}-.4146588{col 93}{space 3}-.3527644
{txt}{space 30}2009#NA  {c |}{col 40}{res}{space 2} .0136816{col 52}{space 2} .0050117{col 63}{space 1}    2.73{col 72}{space 3}0.006{col 80}{space 4} .0038569{col 93}{space 3} .0235063
{txt}{space 30}2009#SA  {c |}{col 40}{res}{space 2} .0072887{col 52}{space 2}  .002299{col 63}{space 1}    3.17{col 72}{space 3}0.002{col 80}{space 4} .0027819{col 93}{space 3} .0117955
{txt}{space 30}2010#AF  {c |}{col 40}{res}{space 2} .0808626{col 52}{space 2} .0088986{col 63}{space 1}    9.09{col 72}{space 3}0.000{col 80}{space 4} .0634183{col 93}{space 3} .0983069
{txt}{space 30}2010#AS  {c |}{col 40}{res}{space 2} .0703505{col 52}{space 2} .0088894{col 63}{space 1}    7.91{col 72}{space 3}0.000{col 80}{space 4} .0529242{col 93}{space 3} .0877768
{txt}{space 30}2010#AU  {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (omitted)
{space 30}2010#EU  {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (omitted)
{space 30}2010#NA  {c |}{col 40}{res}{space 2} .2167832{col 52}{space 2} .0095558{col 63}{space 1}   22.69{col 72}{space 3}0.000{col 80}{space 4} .1980505{col 93}{space 3}  .235516
{txt}{space 30}2010#SA  {c |}{col 40}{res}{space 2} .0857081{col 52}{space 2} .0110438{col 63}{space 1}    7.76{col 72}{space 3}0.000{col 80}{space 4} .0640584{col 93}{space 3} .1073577
{txt}{space 30}2011#AF  {c |}{col 40}{res}{space 2} .0502872{col 52}{space 2} .0062801{col 63}{space 1}    8.01{col 72}{space 3}0.000{col 80}{space 4} .0379759{col 93}{space 3} .0625985
{txt}{space 30}2011#AS  {c |}{col 40}{res}{space 2} .0226613{col 52}{space 2} .0055563{col 63}{space 1}    4.08{col 72}{space 3}0.000{col 80}{space 4}  .011769{col 93}{space 3} .0335535
{txt}{space 30}2011#AU  {c |}{col 40}{res}{space 2}-.0362596{col 52}{space 2} .0142758{col 63}{space 1}   -2.54{col 72}{space 3}0.011{col 80}{space 4}-.0642452{col 93}{space 3} -.008274
{txt}{space 30}2011#EU  {c |}{col 40}{res}{space 2}-.1703204{col 52}{space 2} .0111054{col 63}{space 1}  -15.34{col 72}{space 3}0.000{col 80}{space 4}-.1920909{col 93}{space 3}  -.14855
{txt}{space 30}2011#NA  {c |}{col 40}{res}{space 2} .1144902{col 52}{space 2} .0064134{col 63}{space 1}   17.85{col 72}{space 3}0.000{col 80}{space 4} .1019177{col 93}{space 3} .1270626
{txt}{space 30}2011#SA  {c |}{col 40}{res}{space 2} .0592709{col 52}{space 2} .0084111{col 63}{space 1}    7.05{col 72}{space 3}0.000{col 80}{space 4} .0427823{col 93}{space 3} .0757595
{txt}{space 38} {c |}
{space 33}_cons {c |}{col 40}{res}{space 2} .6284664{col 52}{space 2} .0034114{col 63}{space 1}  184.23{col 72}{space 3}0.000{col 80}{space 4} .6217789{col 93}{space 3} .6351539
{txt}{hline 39}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                               sigma_u {c |} {res} .93804616
                               {txt}sigma_e {c |} {res}  .1340758
                                   {txt}rho {c |} {res} .97997975{txt}   (fraction of variance due to u_i)
{hline 39}{c BT}{hline 64}

{p 0 7}{space 1}{text:( 1)}{space 1} {res}dev_tmp = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} c.dev_tmp#c.dev_tmp = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} c.dev_tmp#c.dev_tmp#c.dev_tmp = 0{p_end}

{txt}       F(  3,  6127) ={res}   48.43
{txt}{col 13}Prob > F ={res}    0.0000

{p 0 7}{space 1}{text:( 1)}{space 1} dev_precip = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} c.dev_precip#c.dev_precip = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} c.dev_precip#c.dev_precip#c.dev_precip = 0{p_end}

{txt}       F(  3,  6127) ={res}    2.47
{txt}{col 13}Prob > F ={res}    0.0600
{txt}{p 0 4 2}
file {bf}
../output/FigureH1_climate_controls_dsidsi.pdf{rm}
saved as
PDF
format
{p_end}
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 2 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}   447,828
{txt}Absorbing 2 HDFE groups{col 51}F({res}  12{txt},{res}   6127{txt}){col 67}= {res}     17.87
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.9803
{txt}{col 51}Adj R-squared{col 67}= {res}    0.9785
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0066
{txt}{col 1}Number of clusters ({res}conpfaf4{txt}) {col 30}= {res}     6,128{txt}{col 51}Root MSE{col 67}= {res}    0.1341

{txt}{ralign 104:(Std. err. adjusted for {res:6,128} clusters in {res:conpfaf4})}
{hline 39}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 40}{c |}{col 52}    Robust
{col 1}                             ihslights{col 40}{c |} Coefficient{col 52}  std. err.{col 64}      t{col 72}   P>|t|{col 80}     [95% con{col 93}f. interval]
{hline 39}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 30}dsi_cat7 {c |}
{space 22}Extreme drought  {c |}{col 40}{res}{space 2}-.0165833{col 52}{space 2} .0029481{col 63}{space 1}   -5.63{col 72}{space 3}0.000{col 80}{space 4}-.0223626{col 93}{space 3}-.0108041
{txt}{space 23}Severe drought  {c |}{col 40}{res}{space 2}-.0088958{col 52}{space 2} .0021688{col 63}{space 1}   -4.10{col 72}{space 3}0.000{col 80}{space 4}-.0131473{col 93}{space 3}-.0046442
{txt}{space 21}Moderate drought  {c |}{col 40}{res}{space 2}-.0080181{col 52}{space 2} .0017443{col 63}{space 1}   -4.60{col 72}{space 3}0.000{col 80}{space 4}-.0114375{col 93}{space 3}-.0045987
{txt}{space 25}Mild drought  {c |}{col 40}{res}{space 2}-.0038815{col 52}{space 2} .0013679{col 63}{space 1}   -2.84{col 72}{space 3}0.005{col 80}{space 4}-.0065631{col 93}{space 3}-.0011999
{txt}{space 20}Incipient drought  {c |}{col 40}{res}{space 2}-.0023478{col 52}{space 2} .0010721{col 63}{space 1}   -2.19{col 72}{space 3}0.029{col 80}{space 4}-.0044494{col 93}{space 3}-.0002461
{txt}{space 34}Wet  {c |}{col 40}{res}{space 2} .0055134{col 52}{space 2} .0010428{col 63}{space 1}    5.29{col 72}{space 3}0.000{col 80}{space 4} .0034691{col 93}{space 3} .0075577
{txt}{space 38} {c |}
{space 31}dev_tmp {c |}{col 40}{res}{space 2}-.0111856{col 52}{space 2} .0021603{col 63}{space 1}   -5.18{col 72}{space 3}0.000{col 80}{space 4}-.0154206{col 93}{space 3}-.0069507
{txt}{space 38} {c |}
{space 19}c.dev_tmp#c.dev_tmp {c |}{col 40}{res}{space 2}-.0113352{col 52}{space 2} .0021472{col 63}{space 1}   -5.28{col 72}{space 3}0.000{col 80}{space 4}-.0155445{col 93}{space 3}-.0071259
{txt}{space 38} {c |}
{space 9}c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 40}{res}{space 2}-.0037423{col 52}{space 2} .0016372{col 63}{space 1}   -2.29{col 72}{space 3}0.022{col 80}{space 4}-.0069519{col 93}{space 3}-.0005328
{txt}{space 38} {c |}
{space 28}dev_precip {c |}{col 40}{res}{space 2} -.001465{col 52}{space 2} .0006226{col 63}{space 1}   -2.35{col 72}{space 3}0.019{col 80}{space 4}-.0026855{col 93}{space 3}-.0002445
{txt}{space 38} {c |}
{space 13}c.dev_precip#c.dev_precip {c |}{col 40}{res}{space 2} .0004351{col 52}{space 2} .0001755{col 63}{space 1}    2.48{col 72}{space 3}0.013{col 80}{space 4} .0000911{col 93}{space 3} .0007792
{txt}{space 38} {c |}
c.dev_precip#c.dev_precip#c.dev_precip {c |}{col 40}{res}{space 2}-.0000217{col 52}{space 2} .0000112{col 63}{space 1}   -1.93{col 72}{space 3}0.054{col 80}{space 4}-.0000437{col 93}{space 3} 3.75e-07
{txt}{space 38} {c |}
{space 33}_cons {c |}{col 40}{res}{space 2} .5690536{col 52}{space 2} .0009102{col 63}{space 1}  625.21{col 72}{space 3}0.000{col 80}{space 4} .5672694{col 93}{space 3} .5708379
{txt}{hline 39}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 18}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}      Absorbed FE{col 19}{c |} Categories{col 32} - Redundant{col 44}  = Num. Coefs{col 59}{c |}
{res}{col 1}{text}{hline 18}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}           cellid{col 19}{c |}{space 1}    37319{col 32}{space 1}    37319{col 44}{result}{space 1}        0{col 58}{text}*{col 59}{c |}
{res}{col 1}{text}   year#continent{col 19}{c |}{space 1}       72{col 32}{space 1}        1{col 44}{result}{space 1}       71{col 58}{text} {col 59}{c |}
{res}{col 1}{text}{hline 18}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
* = FE nested within cluster; treated as redundant for DoF computation
{res}
{txt}{col 1}Predictive margins{col 56}{lalign 13:Number of obs}{col 69} = {res}{ralign 7:447,828}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}
{lalign 7:1._at: }{space 0}{lalign 7:dev_tmp} = {res:{ralign 4:-1.5}}
{lalign 7:2._at: }{space 0}{lalign 7:dev_tmp} = {res:{ralign 4:-1.1}}
{lalign 7:3._at: }{space 0}{lalign 7:dev_tmp} = {res:{ralign 4:-.7}}
{lalign 7:4._at: }{space 0}{lalign 7:dev_tmp} = {res:{ralign 4:-.3}}
{lalign 7:5._at: }{space 0}{lalign 7:dev_tmp} = {res:{ralign 4:.1}}
{lalign 7:6._at: }{space 0}{lalign 7:dev_tmp} = {res:{ralign 4:.5}}
{lalign 7:7._at: }{space 0}{lalign 7:dev_tmp} = {res:{ralign 4:.9}}
{lalign 7:8._at: }{space 0}{lalign 7:dev_tmp} = {res:{ralign 4:1.3}}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} .5733714{col 26}{space 2} .0074011{col 37}{space 1}   77.47{col 46}{space 3}0.000{col 54}{space 4} .5588655{col 67}{space 3} .5878774
{txt}{space 10}2  {c |}{col 14}{res}{space 2} .5730365{col 26}{space 2} .0033009{col 37}{space 1}  173.60{col 46}{space 3}0.000{col 54}{space 4} .5665668{col 67}{space 3} .5795062
{txt}{space 10}3  {c |}{col 14}{res}{space 2} .5730262{col 26}{space 2} .0013761{col 37}{space 1}  416.40{col 46}{space 3}0.000{col 54}{space 4}  .570329{col 67}{space 3} .5757234
{txt}{space 10}4  {c |}{col 14}{res}{space 2} .5719034{col 26}{space 2} .0008048{col 37}{space 1}  710.62{col 46}{space 3}0.000{col 54}{space 4} .5703261{col 67}{space 3} .5734808
{txt}{space 10}5  {c |}{col 14}{res}{space 2} .5682312{col 26}{space 2} .0006031{col 37}{space 1}  942.26{col 46}{space 3}0.000{col 54}{space 4} .5670493{col 67}{space 3} .5694132
{txt}{space 10}6  {c |}{col 14}{res}{space 2} .5605725{col 26}{space 2} .0009559{col 37}{space 1}  586.43{col 46}{space 3}0.000{col 54}{space 4} .5586989{col 67}{space 3}  .562446
{txt}{space 10}7  {c |}{col 14}{res}{space 2} .5474901{col 26}{space 2} .0017551{col 37}{space 1}  311.94{col 46}{space 3}0.000{col 54}{space 4} .5440502{col 67}{space 3} .5509301
{txt}{space 10}8  {c |}{col 14}{res}{space 2} .5275472{col 26}{space 2}  .003272{col 37}{space 1}  161.23{col 46}{space 3}0.000{col 54}{space 4} .5211342{col 67}{space 3} .5339602
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 0 0 2}Variables that uniquely identify margins: {bf:dev_tmp}{p_end}
{res}{txt}{p 0 4 2}
(file {bf}
dsitemp.gph{rm}
not found)
{p_end}
{res}{txt}file {bf:dsitemp.gph} saved
{res}
{txt}{col 1}Predictive margins{col 56}{lalign 13:Number of obs}{col 69} = {res}{ralign 7:447,828}
{txt}{col 1}Model VCE: {res:Robust}

{txt}{p2colset 1 13 13 2}{...}
{p2col:Expression:}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}
{lalign 7:1._at: }{space 0}{lalign 10:dev_precip} = {res:{ralign 4:-3.3}}
{lalign 7:2._at: }{space 0}{lalign 10:dev_precip} = {res:{ralign 4:-2.3}}
{lalign 7:3._at: }{space 0}{lalign 10:dev_precip} = {res:{ralign 4:-1.3}}
{lalign 7:4._at: }{space 0}{lalign 10:dev_precip} = {res:{ralign 4:-.3}}
{lalign 7:5._at: }{space 0}{lalign 10:dev_precip} = {res:{ralign 4:.7}}
{lalign 7:6._at: }{space 0}{lalign 10:dev_precip} = {res:{ralign 4:1.7}}
{lalign 7:7._at: }{space 0}{lalign 10:dev_precip} = {res:{ralign 4:2.7}}
{lalign 7:8._at: }{space 0}{lalign 10:dev_precip} = {res:{ralign 4:3.7}}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} .5762154{col 26}{space 2} .0036584{col 37}{space 1}  157.50{col 46}{space 3}0.000{col 54}{space 4}  .569045{col 67}{space 3} .5833858
{txt}{space 10}2  {c |}{col 14}{res}{space 2} .5717984{col 26}{space 2} .0020309{col 37}{space 1}  281.55{col 46}{space 3}0.000{col 54}{space 4} .5678178{col 67}{space 3} .5757789
{txt}{space 10}3  {c |}{col 14}{res}{space 2} .5685507{col 26}{space 2} .0008684{col 37}{space 1}  654.73{col 46}{space 3}0.000{col 54}{space 4} .5668488{col 67}{space 3} .5702527
{txt}{space 10}4  {c |}{col 14}{res}{space 2} .5663425{col 26}{space 2} .0002028{col 37}{space 1} 2792.87{col 46}{space 3}0.000{col 54}{space 4}  .565945{col 67}{space 3} .5667399
{txt}{space 10}5  {c |}{col 14}{res}{space 2} .5650435{col 26}{space 2} .0005396{col 37}{space 1} 1047.07{col 46}{space 3}0.000{col 54}{space 4} .5639858{col 67}{space 3} .5661012
{txt}{space 10}6  {c |}{col 14}{res}{space 2} .5645237{col 26}{space 2} .0009175{col 37}{space 1}  615.30{col 46}{space 3}0.000{col 54}{space 4} .5627255{col 67}{space 3}  .566322
{txt}{space 10}7  {c |}{col 14}{res}{space 2} .5646532{col 26}{space 2} .0012841{col 37}{space 1}  439.74{col 46}{space 3}0.000{col 54}{space 4} .5621365{col 67}{space 3} .5671699
{txt}{space 10}8  {c |}{col 14}{res}{space 2} .5653017{col 26}{space 2} .0017218{col 37}{space 1}  328.32{col 46}{space 3}0.000{col 54}{space 4}  .561927{col 67}{space 3} .5686765
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 0 0 2}Variables that uniquely identify margins: {bf:dev_precip}{p_end}
{res}{txt}{p 0 4 2}
(file {bf}
dsiprecip.gph{rm}
not found)
{p_end}
{res}{txt}file {bf:dsiprecip.gph} saved

{com}. 
. graph combine dsitemp.gph dsiprecip.gph, ycommon 
{res}{txt}
{com}. graph export "../output/FigureH2_compare_temp_precip.pdf", replace
{txt}{p 0 4 2}
file {bf}
../output/FigureH2_compare_temp_precip.pdf{rm}
saved as
PDF
format
{p_end}

{com}. erase dsitemp.gph
{txt}
{com}. erase dsiprecip.gph
{txt}
{com}. 
. 
. **# Appendix K: Country heterogeneity
. ** Uses World Bank (WB) country characteristics 
. ** first install "wbopendata" for use of WB API and "kountry" to get country identifiers from main dataset
. 
. *Hydroelectricity share in 1999
. wbopendata, indicator(EG.ELC.HYRO.ZS) year(1999) clear

{res}{p 4 4 4}{opt Metadata for indicator} EG.ELC.HYRO.ZS{p_end}
{hline}
{p 4 4 4}{opt Name}: Electricity production from hydroelectric sources (% of total){p_end}
{hline}
{p 4 4 4}{opt Collection}: 2 World Development Indicators{p_end}
{hline}
{p 4 4 4}{opt Description}: The share of electricity production from hydroelectric sources of total electricity production. Sources of electricity refer to the inputs used to generate electricity. Hydropower refers to electricity produced by hydroelectric power plants.{p_end}
{hline}
{p 4 4 4}{opt Note}: IEA Energy Statistics Data Browser, International Energy Agency (IEA), uri: {browse {err}unknown function https:"{c )-}  {c -(}browse "www.iea.org"{c )-} data-and-statistics data-tools energy-statistics-data-browser, publisher: International Energy Agency ()

{p 4 4 2} Sorry... No metadata available for {res}EG.ELC.HYRO.ZS. {p_end}

{txt}
{com}. rename yr1999 hydro99
{res}{txt}
{com}. 
. keep countrycode hydro99
{txt}
{com}. label var hydro99 "National hydro share"
{txt}
{com}. 
. sort countrycode
{txt}
{com}. 
. tempfile hydro
{txt}
{com}. save `hydro'
{txt}{p 0 4 2}
file {bf}
C:\Users\hilar\AppData\Local\Temp\ST_7570_000003.tmp{rm}
saved
as .dta format
{p_end}

{com}. 
. *Governance indicators
. *Only biennial so use 1998
. wbopendata, indicator(GE.EST) year(1998) clear

{res}{p 4 4 4}{opt Metadata for indicator} GE.EST{p_end}
{hline}
{p 4 4 4}{opt Name}: Government Effectiveness: Estimate{p_end}
{hline}
{p 4 4 4}{opt Collection}: 2 World Development Indicators{p_end}
{hline}
{p 4 4 4}{opt Description}: The Worldwide Governance Indicators (WGI) are a research dataset summarizing the views on the quality of governance provided by a large number of enterprise, citizen and expert survey respondents in industrial and developing countries. Governance consists of the traditions and institutions by which authority in a country is exercised. This includes the process by which governments are selected, monitored and replaced; the capacity of the government to effectively formulate and implement sound policies; and the respect of citizens and the state for the institutions that govern economic and social interactions among them. The WGI measures six dimensions of governance: Voice and Accountability, Political Stability and Absence of Violence Terrorism, Government Effectiveness, Regulatory Quality, Rule of Law, and Control of Corruption.{p_end}
{hline}
{p 4 4 4}{opt Note}: .{p_end}
{hline}
{p 4 4 4}{opt Topic(s)}:   {p_end}
{hline}


{txt}
{com}. 
. rename yr1998 govteffect
{res}{txt}
{com}. label var govteffect "Govt effectiveness"
{txt}
{com}. 
. keep countrycode govteffect
{txt}
{com}. 
. sort countrycode
{txt}
{com}. 
. merge 1:1 countrycode using `hydro' 
{res}
{txt}{col 5}Result{col 33}Number of obs
{col 5}{hline 41}
{col 5}Not matched{col 30}{res}               0
{txt}{col 5}Matched{col 30}{res}             266{txt}  (_merge==3)
{col 5}{hline 41}

{com}. drop _merge
{txt}
{com}. 
. tempfile ge
{txt}
{com}. save `ge'
{txt}{p 0 4 2}
file {bf}
C:\Users\hilar\AppData\Local\Temp\ST_7570_000004.tmp{rm}
saved
as .dta format
{p_end}

{com}. 
. wbopendata, indicator(RQ.EST) year(1998) clear

{res}{p 4 4 4}{opt Metadata for indicator} RQ.EST{p_end}
{hline}
{p 4 4 4}{opt Name}: Regulatory Quality: Estimate{p_end}
{hline}
{p 4 4 4}{opt Collection}: 2 World Development Indicators{p_end}
{hline}
{p 4 4 4}{opt Description}: The Worldwide Governance Indicators (WGI) are a research dataset summarizing the views on the quality of governance provided by a large number of enterprise, citizen and expert survey respondents in industrial and developing countries. Governance consists of the traditions and institutions by which authority in a country is exercised. This includes the process by which governments are selected, monitored and replaced; the capacity of the government to effectively formulate and implement sound policies; and the respect of citizens and the state for the institutions that govern economic and social interactions among them. The WGI measures six dimensions of governance: Voice and Accountability, Political Stability and Absence of Violence Terrorism, Government Effectiveness, Regulatory Quality, Rule of Law, and Control of Corruption.{p_end}
{hline}
{p 4 4 4}{opt Note}: .{p_end}
{hline}
{p 4 4 4}{opt Topic(s)}:   {p_end}
{hline}


{txt}
{com}. rename yr1998 regqual
{res}{txt}
{com}. label var regqual "Regulatory quality"
{txt}
{com}. 
. keep countrycode regqual
{txt}
{com}. sort countrycode
{txt}
{com}. 
. merge 1:1 countrycode using `ge' 
{res}
{txt}{col 5}Result{col 33}Number of obs
{col 5}{hline 41}
{col 5}Not matched{col 30}{res}               0
{txt}{col 5}Matched{col 30}{res}             266{txt}  (_merge==3)
{col 5}{hline 41}

{com}. drop _merge
{txt}
{com}. 
. tempfile rq
{txt}
{com}. save `rq'
{txt}{p 0 4 2}
file {bf}
C:\Users\hilar\AppData\Local\Temp\ST_7570_000005.tmp{rm}
saved
as .dta format
{p_end}

{com}. 
. *Trade and transporation infrastructure, startin only in 2007
. wbopendata, indicator(LP.LPI.INFR.XQ) year(2007) clear

{res}{p 4 4 4}{opt Metadata for indicator} LP.LPI.INFR.XQ{p_end}
{hline}
{p 4 4 4}{opt Name}: Logistics performance index: Quality of trade and transport-related infrastructure (1=low to 5=high){p_end}
{hline}
{p 4 4 4}{opt Collection}: 2 World Development Indicators{p_end}
{hline}
{p 4 4 4}{opt Description}: Data are from the Logistics Performance Index survey conducted by the World Bank in partnership with academic and international institutions and private companies and individuals engaged in international logistics. Respondents evaluate eight countries on six core dimensions on a scale from 1 (worst) to 5 (best). The eight countries are chosen based on the most important export and import markets of the respondent's country, random selection, and, for landlocked countries, neighboring countries that connect them with international markets. The 2023 LPI survey was conducted from September 6 to November 5, 2022. It provided 4,090 country assessments by 652 logistics professionals in 115 countries in all World Bank regions. Details of the survey methodology and index construction methodology are included in Appendix 5 of the 2023 LPI report available at: {browse {err}unknown function https:"{c )-}  lpi.worldbank.org report. Respondents evaluated the quality of trade and transport related infrastructure ()

{p 4 4 2} Sorry... No metadata available for {res}LP.LPI.INFR.XQ. {p_end}

{txt}
{com}. 
. rename yr2007 tradeinf
{res}{txt}
{com}. label var tradeinf "Trade/trans infrastructure"
{txt}
{com}. 
. keep countrycode tradeinf
{txt}
{com}. sort countrycode
{txt}
{com}. 
. merge 1:1 countrycode using `rq'
{res}
{txt}{col 5}Result{col 33}Number of obs
{col 5}{hline 41}
{col 5}Not matched{col 30}{res}               0
{txt}{col 5}Matched{col 30}{res}             266{txt}  (_merge==3)
{col 5}{hline 41}

{com}. drop _merge
{txt}
{com}. 
. tempfile tt
{txt}
{com}. save `tt'
{txt}{p 0 4 2}
file {bf}
C:\Users\hilar\AppData\Local\Temp\ST_7570_000006.tmp{rm}
saved
as .dta format
{p_end}

{com}. 
. wbopendata, indicator(NY.GDP.PCAP.CD) year(1999) clear

{res}{p 4 4 4}{opt Metadata for indicator} NY.GDP.PCAP.CD{p_end}
{hline}
{p 4 4 4}{opt Name}: GDP per capita (current US$){p_end}
{hline}
{p 4 4 4}{opt Collection}: 2 World Development Indicators{p_end}
{hline}
{p 4 4 4}{opt Description}: Gross domestic product is the total income earned through the production of goods and services in an economic territory during an accounting period. It can be measured in three different ways: using either the expenditure approach, the income approach, or the production approach. The core indicator has been divided by the general population to achieve a per capita estimate.This indicator is expressed in current prices, meaning no adjustment has been made to account for price changes over time. This indicator is expressed in United States dollars.{p_end}
{hline}
{p 4 4 4}{opt Note}: Country official statistics, National Statistical Organizations and or Central Banks;{p_end}
{hline}
{p 4 4 4}{opt Topic(s)}:   ; 3 Economy and Growth{p_end}
{hline}


{txt}
{com}. rename yr1999 gdppc
{res}{txt}
{com}. replace gdppc=gdppc/10000
{txt}(250 real changes made)

{com}. gen ihsgdppc=asinh(gdppc)
{txt}(16 missing values generated)

{com}. label var gdppc "GDP per cap"
{txt}
{com}. label var ihsgdppc "ihs(GDP per cap)"
{txt}
{com}. keep countrycode *gdppc
{txt}
{com}. 
. merge 1:1 countrycode using `tt'
{res}
{txt}{col 5}Result{col 33}Number of obs
{col 5}{hline 41}
{col 5}Not matched{col 30}{res}               0
{txt}{col 5}Matched{col 30}{res}             266{txt}  (_merge==3)
{col 5}{hline 41}

{com}. drop _merge
{txt}
{com}. 
. kountry countrycode, from(iso3c) to(iso2c)
{txt}(19 observations deleted)

{hline 44}
You are converting from {com}iso3c{txt} to {com}iso2c{txt}....
{hline 44}

{hline 38}
The command has finished.
The new variable is named {com}_ISO2C_{txt}.
{hline 38}

{com}. rename _ISO2C_ country
{res}{txt}
{com}. drop if country==""
{txt}(57 observations deleted)

{com}. 
. sort country
{txt}
{com}. 
. merge 1:m country using for_reg, keep(match using)
{res}
{txt}{col 5}Result{col 33}Number of obs
{col 5}{hline 41}
{col 5}Not matched{col 30}{res}          41,805
{txt}{col 9}from master{col 30}{res}               0{txt}  (_merge==1)
{col 9}from using{col 30}{res}          41,805{txt}  (_merge==2)

{col 5}Matched{col 30}{res}         492,298{txt}  (_merge==3)
{col 5}{hline 41}

{com}. drop _merge
{txt}
{com}. 
. *explicit interactions so can use "absorb"
. egen contXyear=group(continent year)
{res}{txt}(58,291 missing values generated)

{com}. 
. 
. egen cellid=group(x y)
{res}{txt}
{com}. xtset cellid year
{res}
{col 1}{txt:Panel variable: }{res:cellid}{txt: (unbalanced)}
{p 1 16 2}{txt:Time variable: }{res:year}{txt:, }{res:{bind:2000}}{txt: to }{res:{bind:2011}}{p_end}
{txt}{col 10}Delta: {res}1 unit
{txt}
{com}. 
. foreach var in ifdam ifhydro hydro99 govteffect regqual tradeinf gdppc ihsgdppc {c -(}
{txt}  2{com}.         local lbl: variable label `var'
{txt}  3{com}. *extreme/severe/moderate
.         gen esmdsi_`var'=(dsi_cat11<=3)*`var'
{txt}  4{com}.         gen esmpdsi_`var'=(pdsi_cat<=3)*`var'
{txt}  5{com}.         label var esmdsi_`var' "`lbl'*drought"
{txt}  6{com}.         label var esmpdsi_`var' "`lbl'*drought"
{txt}  7{com}.         {c )-}
{txt}(40,860 missing values generated)
(40,860 missing values generated)
(40,860 missing values generated)
(40,860 missing values generated)
(56,571 missing values generated)
(56,571 missing values generated)
(41,853 missing values generated)
(41,853 missing values generated)
(41,853 missing values generated)
(41,853 missing values generated)
(72,208 missing values generated)
(72,208 missing values generated)
(47,113 missing values generated)
(47,113 missing values generated)
(47,113 missing values generated)
(47,113 missing values generated)

{com}. 
. 
. 
. ** Table K1 interactions with country-level variables
. eststo: xtreg ihslights esmdsi esmdsi_ifdam esmdsi_ifhydro esmdsi_hydro99 c.dev_tmp##c.dev_tmp##c.dev_tmp if flare==0, fe vce(cluster country) absorb(contXyear)
{res}
{txt}Halperin APM for regression coefficients:

{txt}Dependent variable:
{txt}Iteration 1:  Maximum absolute difference ={res} 8.302e-15

{txt}Independent variables:
{txt}Iteration 1:  Maximum absolute difference ={res} 4.024e-12

{p}{txt}Halperin APM for panel effects:{p_end}
{res}{txt}Iteration 1:  Maximum absolute difference = {res}     4.259
{txt}Iteration 2:  Maximum absolute difference = {res} 1.086e-15

{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   433,500
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    36,125

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.2205{col 63}{txt}min{col 67}={col 69}{res}        12
{txt}     Between = {res}0.0142{col 63}{txt}avg{col 67}={col 69}{res}      12.0
{txt}     Overall = {res}0.0017{col 63}{txt}max{col 67}={col 69}{res}        12

{txt}{col 49}F({res}7{txt}, {res}123{txt}){col 67}={col 70}{res}    13.35
{txt}corr(u_i, Xb) = {res}0.0397{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{hline 18}{c TT}{hline 7}
Absorbed variable{col 19}{c |}{col 21}Levels
{hline 18}{c +}{hline 7}
{col 9}contXyear{col 19}{c |}{res}{col 0}     72
{txt}{hline 18}{c BT}{hline 7}
{res}{txt}{ralign 95:(Std. err. adjusted for {res:124} clusters in {res:country})}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                    ihslights{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      t{col 63}   P>|t|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 23}esmdsi {c |}{col 31}{res}{space 2}-.0186548{col 43}{space 2} .0045717{col 54}{space 1}   -4.08{col 63}{space 3}0.000{col 71}{space 4}-.0277043{col 84}{space 3}-.0096054
{txt}{space 17}esmdsi_ifdam {c |}{col 31}{res}{space 2} .0187253{col 43}{space 2} .0074368{col 54}{space 1}    2.52{col 63}{space 3}0.013{col 71}{space 4} .0040045{col 84}{space 3}  .033446
{txt}{space 15}esmdsi_ifhydro {c |}{col 31}{res}{space 2}-.0197851{col 43}{space 2} .0075516{col 54}{space 1}   -2.62{col 63}{space 3}0.010{col 71}{space 4} -.034733{col 84}{space 3}-.0048371
{txt}{space 15}esmdsi_hydro99 {c |}{col 31}{res}{space 2} .0000864{col 43}{space 2} .0000728{col 54}{space 1}    1.19{col 63}{space 3}0.238{col 71}{space 4}-.0000577{col 84}{space 3} .0002304
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2}-.0115954{col 43}{space 2} .0047512{col 54}{space 1}   -2.44{col 63}{space 3}0.016{col 71}{space 4}-.0210002{col 84}{space 3}-.0021907
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0114838{col 43}{space 2} .0041475{col 54}{space 1}   -2.77{col 63}{space 3}0.006{col 71}{space 4}-.0196936{col 84}{space 3} -.003274
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0036495{col 43}{space 2} .0025457{col 54}{space 1}   -1.43{col 63}{space 3}0.154{col 71}{space 4}-.0086886{col 84}{space 3} .0013896
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .5834514{col 43}{space 2} .0010938{col 54}{space 1}  533.39{col 63}{space 3}0.000{col 71}{space 4} .5812862{col 84}{space 3} .5856166
{txt}{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                      sigma_u {c |} {res}  .9085883
                      {txt}sigma_e {c |} {res} .13556053
                          {txt}rho {c |} {res} .97822437{txt}   (fraction of variance due to u_i)
{hline 30}{c BT}{hline 64}
({res}est1{txt} stored)

{com}. 
. eststo: xtreg ihslights esmdsi esmdsi_ifdam esmdsi_ifhydro esmdsi_govteffect esmdsi_regqual c.dev_tmp##c.dev_tmp##c.dev_tmp if flare==0, fe vce(cluster country) absorb(contXyear)
{res}
{txt}Halperin APM for regression coefficients:

{txt}Dependent variable:
{txt}Iteration 1:  Maximum absolute difference ={res} 9.275e-15

{txt}Independent variables:
{txt}Iteration 1:  Maximum absolute difference ={res} 1.949e-13

{p}{txt}Halperin APM for panel effects:{p_end}
{res}{txt}Iteration 1:  Maximum absolute difference = {res}      4.27
{txt}Iteration 2:  Maximum absolute difference = {res} 1.159e-15

{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   446,928
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    37,244

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.2191{col 63}{txt}min{col 67}={col 69}{res}        12
{txt}     Between = {res}0.0176{col 63}{txt}avg{col 67}={col 69}{res}      12.0
{txt}     Overall = {res}0.0021{col 63}{txt}max{col 67}={col 69}{res}        12

{txt}{col 49}F({res}8{txt}, {res}144{txt}){col 67}={col 70}{res}     9.41
{txt}corr(u_i, Xb) = {res}0.0441{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{hline 18}{c TT}{hline 7}
Absorbed variable{col 19}{c |}{col 21}Levels
{hline 18}{c +}{hline 7}
{col 9}contXyear{col 19}{c |}{res}{col 0}     72
{txt}{hline 18}{c BT}{hline 7}
{res}{txt}{ralign 95:(Std. err. adjusted for {res:145} clusters in {res:country})}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                    ihslights{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      t{col 63}   P>|t|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 23}esmdsi {c |}{col 31}{res}{space 2}-.0154266{col 43}{space 2} .0032733{col 54}{space 1}   -4.71{col 63}{space 3}0.000{col 71}{space 4}-.0218966{col 84}{space 3}-.0089566
{txt}{space 17}esmdsi_ifdam {c |}{col 31}{res}{space 2} .0182045{col 43}{space 2} .0073866{col 54}{space 1}    2.46{col 63}{space 3}0.015{col 71}{space 4} .0036043{col 84}{space 3} .0328047
{txt}{space 15}esmdsi_ifhydro {c |}{col 31}{res}{space 2} -.017294{col 43}{space 2} .0073484{col 54}{space 1}   -2.35{col 63}{space 3}0.020{col 71}{space 4}-.0318187{col 84}{space 3}-.0027693
{txt}{space 12}esmdsi_govteffect {c |}{col 31}{res}{space 2}-.0015227{col 43}{space 2} .0095104{col 54}{space 1}   -0.16{col 63}{space 3}0.873{col 71}{space 4}-.0203206{col 84}{space 3} .0172752
{txt}{space 15}esmdsi_regqual {c |}{col 31}{res}{space 2} .0008194{col 43}{space 2} .0101296{col 54}{space 1}    0.08{col 63}{space 3}0.936{col 71}{space 4}-.0192026{col 84}{space 3} .0208414
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2}-.0116388{col 43}{space 2} .0047244{col 54}{space 1}   -2.46{col 63}{space 3}0.015{col 71}{space 4}-.0209768{col 84}{space 3}-.0023008
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0114556{col 43}{space 2} .0041024{col 54}{space 1}   -2.79{col 63}{space 3}0.006{col 71}{space 4}-.0195642{col 84}{space 3}-.0033469
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0036878{col 43}{space 2} .0025169{col 54}{space 1}   -1.47{col 63}{space 3}0.145{col 71}{space 4}-.0086627{col 84}{space 3}  .001287
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .5718537{col 43}{space 2} .0010598{col 54}{space 1}  539.61{col 63}{space 3}0.000{col 71}{space 4}  .569759{col 84}{space 3} .5739484
{txt}{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                      sigma_u {c |} {res} .90345769
                      {txt}sigma_e {c |} {res} .13420366
                          {txt}rho {c |} {res} .97841091{txt}   (fraction of variance due to u_i)
{hline 30}{c BT}{hline 64}
({res}est2{txt} stored)

{com}. 
. eststo: xtreg ihslights esmdsi esmdsi_ifdam esmdsi_ifhydro esmdsi_tradeinf c.dev_tmp##c.dev_tmp##c.dev_tmp if flare==0, fe vce(cluster country) absorb(contXyear)
{res}
{txt}Halperin APM for regression coefficients:

{txt}Dependent variable:
{txt}Iteration 1:  Maximum absolute difference ={res} 9.833e-15

{txt}Independent variables:
{txt}Iteration 1:  Maximum absolute difference ={res} 1.357e-13

{p}{txt}Halperin APM for panel effects:{p_end}
{res}{txt}Iteration 1:  Maximum absolute difference = {res}     4.278
{txt}Iteration 2:  Maximum absolute difference = {res} 1.553e-15

{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   419,868
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    34,989

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.2224{col 63}{txt}min{col 67}={col 69}{res}        12
{txt}     Between = {res}0.0243{col 63}{txt}avg{col 67}={col 69}{res}      12.0
{txt}     Overall = {res}0.0030{col 63}{txt}max{col 67}={col 69}{res}        12

{txt}{col 49}F({res}7{txt}, {res}127{txt}){col 67}={col 70}{res}    11.76
{txt}corr(u_i, Xb) = {res}0.0538{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{hline 18}{c TT}{hline 7}
Absorbed variable{col 19}{c |}{col 21}Levels
{hline 18}{c +}{hline 7}
{col 9}contXyear{col 19}{c |}{res}{col 0}     72
{txt}{hline 18}{c BT}{hline 7}
{res}{txt}{ralign 95:(Std. err. adjusted for {res:128} clusters in {res:country})}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                    ihslights{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      t{col 63}   P>|t|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 23}esmdsi {c |}{col 31}{res}{space 2}-.0194439{col 43}{space 2} .0091398{col 54}{space 1}   -2.13{col 63}{space 3}0.035{col 71}{space 4}-.0375299{col 84}{space 3}-.0013579
{txt}{space 17}esmdsi_ifdam {c |}{col 31}{res}{space 2} .0198609{col 43}{space 2} .0082696{col 54}{space 1}    2.40{col 63}{space 3}0.018{col 71}{space 4} .0034969{col 84}{space 3} .0362249
{txt}{space 15}esmdsi_ifhydro {c |}{col 31}{res}{space 2}-.0186729{col 43}{space 2} .0083505{col 54}{space 1}   -2.24{col 63}{space 3}0.027{col 71}{space 4}-.0351971{col 84}{space 3}-.0021487
{txt}{space 14}esmdsi_tradeinf {c |}{col 31}{res}{space 2} .0011474{col 43}{space 2} .0031549{col 54}{space 1}    0.36{col 63}{space 3}0.717{col 71}{space 4}-.0050956{col 84}{space 3} .0073905
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2}-.0116155{col 43}{space 2} .0050303{col 54}{space 1}   -2.31{col 63}{space 3}0.023{col 71}{space 4}-.0215696{col 84}{space 3}-.0016615
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0119018{col 43}{space 2} .0044627{col 54}{space 1}   -2.67{col 63}{space 3}0.009{col 71}{space 4}-.0207327{col 84}{space 3}-.0030709
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0034721{col 43}{space 2} .0025017{col 54}{space 1}   -1.39{col 63}{space 3}0.168{col 71}{space 4}-.0084226{col 84}{space 3} .0014784
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .5640199{col 43}{space 2} .0011524{col 54}{space 1}  489.44{col 63}{space 3}0.000{col 71}{space 4} .5617396{col 84}{space 3} .5663003
{txt}{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                      sigma_u {c |} {res}  .8922606
                      {txt}sigma_e {c |} {res} .13429681
                          {txt}rho {c |} {res} .97784768{txt}   (fraction of variance due to u_i)
{hline 30}{c BT}{hline 64}
({res}est3{txt} stored)

{com}. 
. eststo: xtreg ihslights esmdsi esmdsi_ifdam esmdsi_ifhydro esmdsi_ihsgdppc c.dev_tmp##c.dev_tmp##c.dev_tmp if flare==0, fe vce(cluster country) absorb(contXyear)
{res}
{txt}Halperin APM for regression coefficients:

{txt}Dependent variable:
{txt}Iteration 1:  Maximum absolute difference ={res} 9.975e-15

{txt}Independent variables:
{txt}Iteration 1:  Maximum absolute difference ={res} 2.009e-13

{p}{txt}Halperin APM for panel effects:{p_end}
{res}{txt}Iteration 1:  Maximum absolute difference = {res}     4.279
{txt}Iteration 2:  Maximum absolute difference = {res} 1.314e-15

{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   442,260
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    36,855

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.2205{col 63}{txt}min{col 67}={col 69}{res}        12
{txt}     Between = {res}0.0162{col 63}{txt}avg{col 67}={col 69}{res}      12.0
{txt}     Overall = {res}0.0019{col 63}{txt}max{col 67}={col 69}{res}        12

{txt}{col 49}F({res}7{txt}, {res}143{txt}){col 67}={col 70}{res}    10.99
{txt}corr(u_i, Xb) = {res}0.0420{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{hline 18}{c TT}{hline 7}
Absorbed variable{col 19}{c |}{col 21}Levels
{hline 18}{c +}{hline 7}
{col 9}contXyear{col 19}{c |}{res}{col 0}     72
{txt}{hline 18}{c BT}{hline 7}
{res}{txt}{ralign 95:(Std. err. adjusted for {res:144} clusters in {res:country})}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                    ihslights{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      t{col 63}   P>|t|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 23}esmdsi {c |}{col 31}{res}{space 2}-.0146664{col 43}{space 2} .0034505{col 54}{space 1}   -4.25{col 63}{space 3}0.000{col 71}{space 4}-.0214869{col 84}{space 3}-.0078458
{txt}{space 17}esmdsi_ifdam {c |}{col 31}{res}{space 2} .0184298{col 43}{space 2} .0077135{col 54}{space 1}    2.39{col 63}{space 3}0.018{col 71}{space 4} .0031825{col 84}{space 3} .0336771
{txt}{space 15}esmdsi_ifhydro {c |}{col 31}{res}{space 2}-.0163438{col 43}{space 2} .0070326{col 54}{space 1}   -2.32{col 63}{space 3}0.022{col 71}{space 4}-.0302451{col 84}{space 3}-.0024425
{txt}{space 14}esmdsi_ihsgdppc {c |}{col 31}{res}{space 2}-.0021797{col 43}{space 2} .0038185{col 54}{space 1}   -0.57{col 63}{space 3}0.569{col 71}{space 4}-.0097277{col 84}{space 3} .0053684
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2}-.0117227{col 43}{space 2} .0047134{col 54}{space 1}   -2.49{col 63}{space 3}0.014{col 71}{space 4}-.0210397{col 84}{space 3}-.0024057
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0113652{col 43}{space 2} .0041865{col 54}{space 1}   -2.71{col 63}{space 3}0.007{col 71}{space 4}-.0196406{col 84}{space 3}-.0030899
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0036715{col 43}{space 2} .0025338{col 54}{space 1}   -1.45{col 63}{space 3}0.150{col 71}{space 4}-.0086802{col 84}{space 3} .0013371
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .5629553{col 43}{space 2} .0010909{col 54}{space 1}  516.03{col 63}{space 3}0.000{col 71}{space 4} .5607989{col 84}{space 3} .5651118
{txt}{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                      sigma_u {c |} {res} .89454928
                      {txt}sigma_e {c |} {res} .13385986
                          {txt}rho {c |} {res} .97809846{txt}   (fraction of variance due to u_i)
{hline 30}{c BT}{hline 64}
({res}est4{txt} stored)

{com}. 
. esttab using "../output/tableK1_country_heterogeneity.rtf", replace se r2(3) sca( "N_clust N countries" "N_g N cells") order(esmdsi esmdsi_ifdam esmdsi_ifhydro) nomti obslast label noconstant onecell star( + .10 * .05 ** .01 ) drop(*dev_tmp*  _cons) /*
> */ title("Table J1. Effects of dams on drought impacts with additional country heterogeneity") /*
> */ addnote("Notes: Dependent variable is inverse hyperbolic sine of nighttime lights index. Standard errors in parentheses are clustered by country. All models include a cubic in temperature, fixed effects for cells, and continent*year effects.")
{res}{txt}(output written to {browse  `"../output/tableK1_country_heterogeneity.rtf"'})

{com}. eststo clear
{txt}
{com}. 
. 
. 
. ** Figure K1 Country-year effects
. * run regressions with country year effects
. 
. egen countryXyear=group(country year)
{txt}(58,507 missing values generated)

{com}. rename pdsi_cat pdsi_cat11
{res}{txt}
{com}. 
. foreach v in dsi pdsi {c -(}
{txt}  2{com}. 
. xtreg ihslights ib6.`v'_cat11  if flare==0, fe absorb(countryXyear)  vce(cluster conpfaf4) 
{txt}  3{com}. estimates store `v'_basic
{txt}  4{com}. 
. 
. **add temperature data
. xtreg ihslights ib6.`v'_cat11 c.dev_tmp##c.dev_tmp##c.dev_tmp if flare==0, fe absorb(countryXyear) vce(cluster conpfaf4)
{txt}  5{com}. estimates store `v'_withtemp
{txt}  6{com}. 
. xtreg ihslights esm`v' c.dev_tmp##c.dev_tmp##c.dev_tmp if flare==0, fe absorb(countryXyear) vce(cluster conpfaf4)
{txt}  7{com}. estimates store `v'_binary
{txt}  8{com}. {c )-}
{res}
{txt}Halperin APM for regression coefficients:

{txt}Dependent variable:
{txt}Iteration 1:  Maximum absolute difference ={res} 8.023e-15

{txt}Independent variables:
{txt}Iteration 1:  Maximum absolute difference ={res} 1.922e-14

{p}{txt}Halperin APM for panel effects:{p_end}
{res}{txt}Iteration 1:  Maximum absolute difference = {res}      4.27
{txt}Iteration 2:  Maximum absolute difference = {res} 1.192e-15

{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   454,020
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    37,835

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.3271{col 63}{txt}min{col 67}={col 69}{res}        12
{txt}     Between = {res}0.0003{col 63}{txt}avg{col 67}={col 69}{res}      12.0
{txt}     Overall = {res}0.0000{col 63}{txt}max{col 67}={col 69}{res}        12

{txt}{col 49}F({res}10{txt}, {res}6123{txt}){col 67}={col 70}{res}     1.89
{txt}corr(u_i, Xb) = {res}-0.0051{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0417

{txt}{hline 18}{c TT}{hline 7}
Absorbed variable{col 19}{c |}{col 21}Levels
{hline 18}{c +}{hline 7}
{col 6}countryXyear{col 19}{c |}{res}{col 0}  1,764
{txt}{hline 18}{c BT}{hline 7}
{res}{txt}{ralign 86:(Std. err. adjusted for {res:6,124} clusters in {res:conpfaf4})}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}           ihslights{col 22}{c |} Coefficient{col 34}  std. err.{col 46}      t{col 54}   P>|t|{col 62}     [95% con{col 75}f. interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 11}dsi_cat11 {c |}
{space 4}Extreme drought  {c |}{col 22}{res}{space 2}-.0033686{col 34}{space 2} .0025694{col 45}{space 1}   -1.31{col 54}{space 3}0.190{col 62}{space 4}-.0084055{col 75}{space 3} .0016683
{txt}{space 5}Severe drought  {c |}{col 22}{res}{space 2}-.0026291{col 34}{space 2} .0018208{col 45}{space 1}   -1.44{col 54}{space 3}0.149{col 62}{space 4}-.0061985{col 75}{space 3} .0009403
{txt}{space 3}Moderate drought  {c |}{col 22}{res}{space 2}-.0034489{col 34}{space 2} .0015662{col 45}{space 1}   -2.20{col 54}{space 3}0.028{col 62}{space 4}-.0065192{col 75}{space 3}-.0003785
{txt}{space 7}Mild drought  {c |}{col 22}{res}{space 2}-.0001534{col 34}{space 2} .0012403{col 45}{space 1}   -0.12{col 54}{space 3}0.902{col 62}{space 4}-.0025848{col 75}{space 3} .0022781
{txt}{space 2}Incipient drought  {c |}{col 22}{res}{space 2} .0005862{col 34}{space 2} .0009074{col 45}{space 1}    0.65{col 54}{space 3}0.518{col 62}{space 4}-.0011926{col 75}{space 3}  .002365
{txt}Incipient wet spell  {c |}{col 22}{res}{space 2}-.0013603{col 34}{space 2} .0008662{col 45}{space 1}   -1.57{col 54}{space 3}0.116{col 62}{space 4}-.0030583{col 75}{space 3} .0003377
{txt}{space 7}Slightly wet  {c |}{col 22}{res}{space 2}-.0018287{col 34}{space 2} .0011549{col 45}{space 1}   -1.58{col 54}{space 3}0.113{col 62}{space 4}-.0040928{col 75}{space 3} .0004354
{txt}{space 5}Moderately wet  {c |}{col 22}{res}{space 2}-.0010414{col 34}{space 2} .0014261{col 45}{space 1}   -0.73{col 54}{space 3}0.465{col 62}{space 4}-.0038371{col 75}{space 3} .0017543
{txt}{space 11}Very wet  {c |}{col 22}{res}{space 2}-.0006128{col 34}{space 2}  .001628{col 45}{space 1}   -0.38{col 54}{space 3}0.707{col 62}{space 4}-.0038043{col 75}{space 3} .0025787
{txt}{space 6}Extremely wet  {c |}{col 22}{res}{space 2} .0041152{col 34}{space 2} .0028466{col 45}{space 1}    1.45{col 54}{space 3}0.148{col 62}{space 4}-.0014651{col 75}{space 3} .0096956
{txt}{space 20} {c |}
{space 15}_cons {c |}{col 22}{res}{space 2}  .565686{col 34}{space 2} .0005346{col 45}{space 1} 1058.19{col 54}{space 3}0.000{col 62}{space 4} .5646381{col 75}{space 3}  .566734
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res} .90403105
             {txt}sigma_e {c |} {res} .12488321
                 {txt}rho {c |} {res} .98127456{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
{res}
{txt}Halperin APM for regression coefficients:

{txt}Dependent variable:
{txt}Iteration 1:  Maximum absolute difference ={res} 7.339e-15

{txt}Independent variables:
{txt}Iteration 1:  Maximum absolute difference ={res} 5.496e-14

{p}{txt}Halperin APM for panel effects:{p_end}
{res}{txt}Iteration 1:  Maximum absolute difference = {res}     4.269
{txt}Iteration 2:  Maximum absolute difference = {res} 9.847e-16

{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   447,684
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    37,307

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.3317{col 63}{txt}min{col 67}={col 69}{res}        12
{txt}     Between = {res}0.0082{col 63}{txt}avg{col 67}={col 69}{res}      12.0
{txt}     Overall = {res}0.0009{col 63}{txt}max{col 67}={col 69}{res}        12

{txt}{col 49}F({res}13{txt}, {res}6115{txt}){col 67}={col 70}{res}     5.49
{txt}corr(u_i, Xb) = {res}0.0248{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{hline 18}{c TT}{hline 7}
Absorbed variable{col 19}{c |}{col 21}Levels
{hline 18}{c +}{hline 7}
{col 6}countryXyear{col 19}{c |}{res}{col 0}  1,764
{txt}{hline 18}{c BT}{hline 7}
{res}{txt}{ralign 95:(Std. err. adjusted for {res:6,116} clusters in {res:conpfaf4})}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                    ihslights{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      t{col 63}   P>|t|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 20}dsi_cat11 {c |}
{space 13}Extreme drought  {c |}{col 31}{res}{space 2} -.001913{col 43}{space 2}   .00241{col 54}{space 1}   -0.79{col 63}{space 3}0.427{col 71}{space 4}-.0066375{col 84}{space 3} .0028114
{txt}{space 14}Severe drought  {c |}{col 31}{res}{space 2} -.002122{col 43}{space 2} .0017804{col 54}{space 1}   -1.19{col 63}{space 3}0.233{col 71}{space 4}-.0056122{col 84}{space 3} .0013683
{txt}{space 12}Moderate drought  {c |}{col 31}{res}{space 2}-.0028531{col 43}{space 2} .0015161{col 54}{space 1}   -1.88{col 63}{space 3}0.060{col 71}{space 4}-.0058252{col 84}{space 3} .0001191
{txt}{space 16}Mild drought  {c |}{col 31}{res}{space 2} .0001696{col 43}{space 2} .0012419{col 54}{space 1}    0.14{col 63}{space 3}0.891{col 71}{space 4} -.002265{col 84}{space 3} .0026043
{txt}{space 11}Incipient drought  {c |}{col 31}{res}{space 2} .0007529{col 43}{space 2} .0009069{col 54}{space 1}    0.83{col 63}{space 3}0.406{col 71}{space 4}-.0010249{col 84}{space 3} .0025307
{txt}{space 9}Incipient wet spell  {c |}{col 31}{res}{space 2}-.0013678{col 43}{space 2} .0008739{col 54}{space 1}   -1.57{col 63}{space 3}0.118{col 71}{space 4}-.0030809{col 84}{space 3} .0003453
{txt}{space 16}Slightly wet  {c |}{col 31}{res}{space 2}-.0018944{col 43}{space 2} .0011744{col 54}{space 1}   -1.61{col 63}{space 3}0.107{col 71}{space 4}-.0041967{col 84}{space 3} .0004078
{txt}{space 14}Moderately wet  {c |}{col 31}{res}{space 2}-.0011076{col 43}{space 2}  .001434{col 54}{space 1}   -0.77{col 63}{space 3}0.440{col 71}{space 4}-.0039187{col 84}{space 3} .0017036
{txt}{space 20}Very wet  {c |}{col 31}{res}{space 2}-.0008362{col 43}{space 2} .0016578{col 54}{space 1}   -0.50{col 63}{space 3}0.614{col 71}{space 4}-.0040861{col 84}{space 3} .0024137
{txt}{space 15}Extremely wet  {c |}{col 31}{res}{space 2} .0035329{col 43}{space 2} .0029253{col 54}{space 1}    1.21{col 63}{space 3}0.227{col 71}{space 4}-.0022017{col 84}{space 3} .0092676
{txt}{space 29} {c |}
{space 22}dev_tmp {c |}{col 31}{res}{space 2}-.0065578{col 43}{space 2} .0020702{col 54}{space 1}   -3.17{col 63}{space 3}0.002{col 71}{space 4}-.0106161{col 84}{space 3}-.0024996
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0036102{col 43}{space 2} .0033395{col 54}{space 1}   -1.08{col 63}{space 3}0.280{col 71}{space 4}-.0101568{col 84}{space 3} .0029364
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0029742{col 43}{space 2} .0018996{col 54}{space 1}   -1.57{col 63}{space 3}0.117{col 71}{space 4}-.0066982{col 84}{space 3} .0007497
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .5677613{col 43}{space 2}  .000982{col 54}{space 1}  578.19{col 63}{space 3}0.000{col 71}{space 4} .5658363{col 84}{space 3} .5696863
{txt}{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                      sigma_u {c |} {res} .90334159
                      {txt}sigma_e {c |} {res} .12431065
                          {txt}rho {c |} {res} .98141488{txt}   (fraction of variance due to u_i)
{hline 30}{c BT}{hline 64}
{res}
{txt}Halperin APM for regression coefficients:

{txt}Dependent variable:
{txt}Iteration 1:  Maximum absolute difference ={res} 7.339e-15

{txt}Independent variables:
{txt}Iteration 1:  Maximum absolute difference ={res} 5.496e-14

{p}{txt}Halperin APM for panel effects:{p_end}
{res}{txt}Iteration 1:  Maximum absolute difference = {res}     4.269
{txt}Iteration 2:  Maximum absolute difference = {res} 1.150e-15

{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   447,684
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    37,307

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.3316{col 63}{txt}min{col 67}={col 69}{res}        12
{txt}     Between = {res}0.0093{col 63}{txt}avg{col 67}={col 69}{res}      12.0
{txt}     Overall = {res}0.0010{col 63}{txt}max{col 67}={col 69}{res}        12

{txt}{col 49}F({res}4{txt}, {res}6115{txt}){col 67}={col 70}{res}    14.06
{txt}corr(u_i, Xb) = {res}0.0263{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{hline 18}{c TT}{hline 7}
Absorbed variable{col 19}{c |}{col 21}Levels
{hline 18}{c +}{hline 7}
{col 6}countryXyear{col 19}{c |}{res}{col 0}  1,764
{txt}{hline 18}{c BT}{hline 7}
{res}{txt}{ralign 95:(Std. err. adjusted for {res:6,116} clusters in {res:conpfaf4})}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                    ihslights{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      t{col 63}   P>|t|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 23}esmdsi {c |}{col 31}{res}{space 2}-.0022228{col 43}{space 2}  .001338{col 54}{space 1}   -1.66{col 63}{space 3}0.097{col 71}{space 4}-.0048458{col 84}{space 3} .0004002
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2}-.0065579{col 43}{space 2} .0020482{col 54}{space 1}   -3.20{col 63}{space 3}0.001{col 71}{space 4}-.0105732{col 84}{space 3}-.0025427
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0035775{col 43}{space 2} .0033362{col 54}{space 1}   -1.07{col 63}{space 3}0.284{col 71}{space 4}-.0101176{col 84}{space 3} .0029627
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0029689{col 43}{space 2} .0018957{col 54}{space 1}   -1.57{col 63}{space 3}0.117{col 71}{space 4}-.0066851{col 84}{space 3} .0007472
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .5674842{col 43}{space 2} .0009348{col 54}{space 1}  607.08{col 63}{space 3}0.000{col 71}{space 4} .5656517{col 84}{space 3} .5693167
{txt}{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                      sigma_u {c |} {res} .90333491
                      {txt}sigma_e {c |} {res} .12431354
                          {txt}rho {c |} {res} .98141377{txt}   (fraction of variance due to u_i)
{hline 30}{c BT}{hline 64}
{res}
{txt}Halperin APM for regression coefficients:

{txt}Dependent variable:
{txt}Iteration 1:  Maximum absolute difference ={res} 8.128e-15

{txt}Independent variables:
{txt}Iteration 1:  Maximum absolute difference ={res} 1.833e-14

{p}{txt}Halperin APM for panel effects:{p_end}
{res}{txt}Iteration 1:  Maximum absolute difference = {res}     4.295
{txt}Iteration 2:  Maximum absolute difference = {res} 1.481e-15

{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   423,828
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    35,319

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.3368{col 63}{txt}min{col 67}={col 69}{res}        12
{txt}     Between = {res}0.0005{col 63}{txt}avg{col 67}={col 69}{res}      12.0
{txt}     Overall = {res}0.0001{col 63}{txt}max{col 67}={col 69}{res}        12

{txt}{col 49}F({res}10{txt}, {res}6025{txt}){col 67}={col 70}{res}     1.26
{txt}corr(u_i, Xb) = {res}-0.0138{txt}{col 49}Prob > F{col 67}={col 73}{res}0.2483

{txt}{hline 18}{c TT}{hline 7}
Absorbed variable{col 19}{c |}{col 21}Levels
{hline 18}{c +}{hline 7}
{col 6}countryXyear{col 19}{c |}{res}{col 0}  1,764
{txt}{hline 18}{c BT}{hline 7}
{res}{txt}{ralign 86:(Std. err. adjusted for {res:6,026} clusters in {res:conpfaf4})}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}           ihslights{col 22}{c |} Coefficient{col 34}  std. err.{col 46}      t{col 54}   P>|t|{col 62}     [95% con{col 75}f. interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}pdsi_cat11 {c |}
{space 6}Extremely dry  {c |}{col 22}{res}{space 2}-.0103791{col 34}{space 2} .0049685{col 45}{space 1}   -2.09{col 54}{space 3}0.037{col 62}{space 4}-.0201192{col 75}{space 3}-.0006391
{txt}{space 7}Severely dry  {c |}{col 22}{res}{space 2}-.0065286{col 34}{space 2} .0028196{col 45}{space 1}   -2.32{col 54}{space 3}0.021{col 62}{space 4} -.012056{col 75}{space 3}-.0010012
{txt}{space 5}Moderately dry  {c |}{col 22}{res}{space 2}-.0028851{col 34}{space 2} .0014889{col 45}{space 1}   -1.94{col 54}{space 3}0.053{col 62}{space 4}-.0058039{col 75}{space 3} .0000336
{txt}{space 9}Mildly dry  {c |}{col 22}{res}{space 2} -.001061{col 34}{space 2} .0011694{col 45}{space 1}   -0.91{col 54}{space 3}0.364{col 62}{space 4}-.0033535{col 75}{space 3} .0012315
{txt}{space 2}Incipient drought  {c |}{col 22}{res}{space 2}-.0006221{col 34}{space 2} .0010041{col 45}{space 1}   -0.62{col 54}{space 3}0.536{col 62}{space 4}-.0025905{col 75}{space 3} .0013463
{txt}Incipient wet spell  {c |}{col 22}{res}{space 2} .0024867{col 34}{space 2} .0010932{col 45}{space 1}    2.27{col 54}{space 3}0.023{col 62}{space 4} .0003436{col 75}{space 3} .0046298
{txt}{space 7}Slightly wet  {c |}{col 22}{res}{space 2}  .002121{col 34}{space 2} .0013846{col 45}{space 1}    1.53{col 54}{space 3}0.126{col 62}{space 4}-.0005932{col 75}{space 3} .0048352
{txt}{space 5}Moderately wet  {c |}{col 22}{res}{space 2} .0002255{col 34}{space 2} .0020082{col 45}{space 1}    0.11{col 54}{space 3}0.911{col 62}{space 4}-.0037113{col 75}{space 3} .0041623
{txt}{space 11}Very wet  {c |}{col 22}{res}{space 2} .0004295{col 34}{space 2} .0029714{col 45}{space 1}    0.14{col 54}{space 3}0.885{col 62}{space 4}-.0053956{col 75}{space 3} .0062546
{txt}{space 6}Extremely wet  {c |}{col 22}{res}{space 2}-.0032471{col 34}{space 2} .0051315{col 45}{space 1}   -0.63{col 54}{space 3}0.527{col 62}{space 4}-.0133068{col 75}{space 3} .0068125
{txt}{space 20} {c |}
{space 15}_cons {c |}{col 22}{res}{space 2} .5415972{col 34}{space 2} .0006277{col 45}{space 1}  862.89{col 54}{space 3}0.000{col 62}{space 4} .5403668{col 75}{space 3} .5428276
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res}  .8726474
             {txt}sigma_e {c |} {res} .12196427
                 {txt}rho {c |} {res} .98084042{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
{res}
{txt}Halperin APM for regression coefficients:

{txt}Dependent variable:
{txt}Iteration 1:  Maximum absolute difference ={res} 7.633e-15

{txt}Independent variables:
{txt}Iteration 1:  Maximum absolute difference ={res} 8.061e-14

{p}{txt}Halperin APM for panel effects:{p_end}
{res}{txt}Iteration 1:  Maximum absolute difference = {res}     4.295
{txt}Iteration 2:  Maximum absolute difference = {res} 1.126e-15

{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   421,116
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    35,093

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.3395{col 63}{txt}min{col 67}={col 69}{res}        12
{txt}     Between = {res}0.0055{col 63}{txt}avg{col 67}={col 69}{res}      12.0
{txt}     Overall = {res}0.0008{col 63}{txt}max{col 67}={col 69}{res}        12

{txt}{col 49}F({res}13{txt}, {res}6021{txt}){col 67}={col 70}{res}     5.72
{txt}corr(u_i, Xb) = {res}0.0226{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{hline 18}{c TT}{hline 7}
Absorbed variable{col 19}{c |}{col 21}Levels
{hline 18}{c +}{hline 7}
{col 6}countryXyear{col 19}{c |}{res}{col 0}  1,764
{txt}{hline 18}{c BT}{hline 7}
{res}{txt}{ralign 95:(Std. err. adjusted for {res:6,022} clusters in {res:conpfaf4})}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                    ihslights{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      t{col 63}   P>|t|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 19}pdsi_cat11 {c |}
{space 15}Extremely dry  {c |}{col 31}{res}{space 2}-.0082901{col 43}{space 2} .0048896{col 54}{space 1}   -1.70{col 63}{space 3}0.090{col 71}{space 4}-.0178756{col 84}{space 3} .0012953
{txt}{space 16}Severely dry  {c |}{col 31}{res}{space 2}-.0052041{col 43}{space 2} .0027882{col 54}{space 1}   -1.87{col 63}{space 3}0.062{col 71}{space 4}-.0106699{col 84}{space 3} .0002617
{txt}{space 14}Moderately dry  {c |}{col 31}{res}{space 2} -.002024{col 43}{space 2} .0014697{col 54}{space 1}   -1.38{col 63}{space 3}0.169{col 71}{space 4} -.004905{col 84}{space 3} .0008571
{txt}{space 18}Mildly dry  {c |}{col 31}{res}{space 2}-.0005005{col 43}{space 2} .0011394{col 54}{space 1}   -0.44{col 63}{space 3}0.660{col 71}{space 4}-.0027342{col 84}{space 3} .0017331
{txt}{space 11}Incipient drought  {c |}{col 31}{res}{space 2} -.000134{col 43}{space 2} .0009572{col 54}{space 1}   -0.14{col 63}{space 3}0.889{col 71}{space 4}-.0020105{col 84}{space 3} .0017424
{txt}{space 9}Incipient wet spell  {c |}{col 31}{res}{space 2} .0023954{col 43}{space 2} .0010839{col 54}{space 1}    2.21{col 63}{space 3}0.027{col 71}{space 4} .0002706{col 84}{space 3} .0045203
{txt}{space 16}Slightly wet  {c |}{col 31}{res}{space 2}   .00167{col 43}{space 2} .0013488{col 54}{space 1}    1.24{col 63}{space 3}0.216{col 71}{space 4}-.0009742{col 84}{space 3} .0043142
{txt}{space 14}Moderately wet  {c |}{col 31}{res}{space 2}-.0001662{col 43}{space 2} .0020097{col 54}{space 1}   -0.08{col 63}{space 3}0.934{col 71}{space 4} -.004106{col 84}{space 3} .0037736
{txt}{space 20}Very wet  {c |}{col 31}{res}{space 2} .0001198{col 43}{space 2} .0029581{col 54}{space 1}    0.04{col 63}{space 3}0.968{col 71}{space 4} -.005679{col 84}{space 3} .0059187
{txt}{space 15}Extremely wet  {c |}{col 31}{res}{space 2}-.0027626{col 43}{space 2} .0051648{col 54}{space 1}   -0.53{col 63}{space 3}0.593{col 71}{space 4}-.0128875{col 84}{space 3} .0073622
{txt}{space 29} {c |}
{space 22}dev_tmp {c |}{col 31}{res}{space 2}-.0065637{col 43}{space 2} .0019832{col 54}{space 1}   -3.31{col 63}{space 3}0.001{col 71}{space 4}-.0104514{col 84}{space 3}-.0026759
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0042544{col 43}{space 2} .0030922{col 54}{space 1}   -1.38{col 63}{space 3}0.169{col 71}{space 4}-.0103163{col 84}{space 3} .0018074
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0028228{col 43}{space 2} .0017492{col 54}{space 1}   -1.61{col 63}{space 3}0.107{col 71}{space 4}-.0062519{col 84}{space 3} .0006063
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .5429052{col 43}{space 2} .0011335{col 54}{space 1}  478.96{col 63}{space 3}0.000{col 71}{space 4} .5406831{col 84}{space 3} .5451272
{txt}{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                      sigma_u {c |} {res} .87235607
                      {txt}sigma_e {c |} {res} .12155246
                          {txt}rho {c |} {res} .98095465{txt}   (fraction of variance due to u_i)
{hline 30}{c BT}{hline 64}
{res}
{txt}Halperin APM for regression coefficients:

{txt}Dependent variable:
{txt}Iteration 1:  Maximum absolute difference ={res} 7.633e-15

{txt}Independent variables:
{txt}Iteration 1:  Maximum absolute difference ={res} 8.061e-14

{p}{txt}Halperin APM for panel effects:{p_end}
{res}{txt}Iteration 1:  Maximum absolute difference = {res}     4.295
{txt}Iteration 2:  Maximum absolute difference = {res} 1.222e-15

{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}   421,116
{txt}Group variable: {res}cellid{txt}{col 49}Number of groups{col 67}={col 69}{res}    35,093

{txt}R-squared:{col 49}Obs per group:
     Within  = {res}0.3395{col 63}{txt}min{col 67}={col 69}{res}        12
{txt}     Between = {res}0.0079{col 63}{txt}avg{col 67}={col 69}{res}      12.0
{txt}     Overall = {res}0.0009{col 63}{txt}max{col 67}={col 69}{res}        12

{txt}{col 49}F({res}4{txt}, {res}6021{txt}){col 67}={col 70}{res}    16.60
{txt}corr(u_i, Xb) = {res}0.0258{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{hline 18}{c TT}{hline 7}
Absorbed variable{col 19}{c |}{col 21}Levels
{hline 18}{c +}{hline 7}
{col 6}countryXyear{col 19}{c |}{res}{col 0}  1,764
{txt}{hline 18}{c BT}{hline 7}
{res}{txt}{ralign 95:(Std. err. adjusted for {res:6,022} clusters in {res:conpfaf4})}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                    ihslights{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      t{col 63}   P>|t|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 22}esmpdsi {c |}{col 31}{res}{space 2}-.0031224{col 43}{space 2} .0015938{col 54}{space 1}   -1.96{col 63}{space 3}0.050{col 71}{space 4}-.0062467{col 84}{space 3} 1.99e-06
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2}-.0067792{col 43}{space 2} .0019997{col 54}{space 1}   -3.39{col 63}{space 3}0.001{col 71}{space 4}-.0106993{col 84}{space 3}-.0028591
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0042561{col 43}{space 2} .0030961{col 54}{space 1}   -1.37{col 63}{space 3}0.169{col 71}{space 4}-.0103256{col 84}{space 3} .0018134
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0028155{col 43}{space 2}  .001749{col 54}{space 1}   -1.61{col 63}{space 3}0.108{col 71}{space 4}-.0062442{col 84}{space 3} .0006132
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .5430869{col 43}{space 2} .0010122{col 54}{space 1}  536.54{col 63}{space 3}0.000{col 71}{space 4} .5411026{col 84}{space 3} .5450712
{txt}{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                      sigma_u {c |} {res} .87233956
                      {txt}sigma_e {c |} {res} .12155653
                          {txt}rho {c |} {res}  .9809527{txt}   (fraction of variance due to u_i)
{hline 30}{c BT}{hline 64}

{com}. 
. 
. coefplot  (dsi_withtemp, label(DSI)) (pdsi_withtemp, msymbol(Dh) label(sc-PDSI)), base drop(_cons *dev*) xline(0) levels(95) xtitle("Effect on ihs lights")  graphregion(fcolor(white)) rename(*.dsi_cat11 = .pdsi_cat11)
{res}{txt}
{com}. graph export "../output/FigureK1_counry_year.emf", replace
{txt}{p 0 4 2}
file {bf}
C:\Users\hilar\Box\lights_2022\replication package\code\../output/FigureK1_counry_year.emf{rm}
saved as
Enhanced Metafile
format
{p_end}

{com}. 
. eststo clear
{txt}
{com}. 
. 
. **# Appendix L:  Instrumental variables
. 
. 
. use for_reg.dta, clear
{txt}
{com}. 
. 
. **# Means of instruments
. macro define meanlist "slope max_slope dncountry_count numcountry"  
{txt}
{com}. 
. estpost sum $meanlist if flare==0 & !missing(tmp)

{txt}{space 0}{space 0}{ralign 12:}{space 1}{c |}{space 1}{ralign 9:e(count)}{space 1}{space 1}{ralign 9:e(sum_w)}{space 1}{space 1}{ralign 9:e(mean)}{space 1}{space 1}{ralign 9:e(Var)}{space 1}{space 1}{ralign 9:e(sd)}{space 1}{space 1}{ralign 9:e(min)}{space 1}{space 1}{ralign 9:e(max)}{space 1}{space 1}{ralign 9:e(sum)}{space 1}
{space 0}{hline 13}{c   +}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}
{space 0}{space 0}{ralign 12:slope}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   447828}}}{space 1}{space 1}{ralign 9:{res:{sf:   447828}}}{space 1}{space 1}{ralign 9:{res:{sf:  1.85812}}}{space 1}{space 1}{ralign 9:{res:{sf: 3.591925}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.895238}}}{space 1}{space 1}{ralign 9:{res:{sf: .0022142}}}{space 1}{space 1}{ralign 9:{res:{sf: 17.55336}}}{space 1}{space 1}{ralign 9:{res:{sf: 832118.2}}}{space 1}
{space 0}{space 0}{ralign 12:max_slope}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   447828}}}{space 1}{space 1}{ralign 9:{res:{sf:   447828}}}{space 1}{space 1}{ralign 9:{res:{sf:  2.74092}}}{space 1}{space 1}{ralign 9:{res:{sf: 8.826137}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.970882}}}{space 1}{space 1}{ralign 9:{res:{sf: .0022142}}}{space 1}{space 1}{ralign 9:{res:{sf:  19.1389}}}{space 1}{space 1}{ralign 9:{res:{sf:  1227461}}}{space 1}
{space 0}{space 0}{ralign 12:dncountry_~t}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   447720}}}{space 1}{space 1}{ralign 9:{res:{sf:   447720}}}{space 1}{space 1}{ralign 9:{res:{sf: .3987939}}}{space 1}{space 1}{ralign 9:{res:{sf: .7954278}}}{space 1}{space 1}{ralign 9:{res:{sf: .8918676}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        9}}}{space 1}{space 1}{ralign 9:{res:{sf:   178548}}}{space 1}
{space 0}{space 0}{ralign 12:numcountry}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   447684}}}{space 1}{space 1}{ralign 9:{res:{sf:   447684}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.818399}}}{space 1}{space 1}{ralign 9:{res:{sf:  2.51301}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.585248}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:       12}}}{space 1}{space 1}{ralign 9:{res:{sf:   814068}}}{space 1}

{com}. eststo all
{txt}
{com}. estpost sum $meanlist if flare==0 & !missing(tmp) & ifdam

{txt}{space 0}{space 0}{ralign 12:}{space 1}{c |}{space 1}{ralign 9:e(count)}{space 1}{space 1}{ralign 9:e(sum_w)}{space 1}{space 1}{ralign 9:e(mean)}{space 1}{space 1}{ralign 9:e(Var)}{space 1}{space 1}{ralign 9:e(sd)}{space 1}{space 1}{ralign 9:e(min)}{space 1}{space 1}{ralign 9:e(max)}{space 1}{space 1}{ralign 9:e(sum)}{space 1}
{space 0}{hline 13}{c   +}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}
{space 0}{space 0}{ralign 12:slope}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   205872}}}{space 1}{space 1}{ralign 9:{res:{sf:   205872}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.186925}}}{space 1}{space 1}{ralign 9:{res:{sf: 3.476512}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.864541}}}{space 1}{space 1}{ralign 9:{res:{sf: .0225603}}}{space 1}{space 1}{ralign 9:{res:{sf:  13.3902}}}{space 1}{space 1}{ralign 9:{res:{sf: 450226.6}}}{space 1}
{space 0}{space 0}{ralign 12:max_slope}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   205872}}}{space 1}{space 1}{ralign 9:{res:{sf:   205872}}}{space 1}{space 1}{ralign 9:{res:{sf:  3.54018}}}{space 1}{space 1}{ralign 9:{res:{sf: 10.95982}}}{space 1}{space 1}{ralign 9:{res:{sf: 3.310563}}}{space 1}{space 1}{ralign 9:{res:{sf: .0225603}}}{space 1}{space 1}{ralign 9:{res:{sf: 18.02644}}}{space 1}{space 1}{ralign 9:{res:{sf: 728823.9}}}{space 1}
{space 0}{space 0}{ralign 12:dncountry_~t}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   205872}}}{space 1}{space 1}{ralign 9:{res:{sf:   205872}}}{space 1}{space 1}{ralign 9:{res:{sf: .3413383}}}{space 1}{space 1}{ralign 9:{res:{sf: .6861261}}}{space 1}{space 1}{ralign 9:{res:{sf: .8283273}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        9}}}{space 1}{space 1}{ralign 9:{res:{sf:    70272}}}{space 1}
{space 0}{space 0}{ralign 12:numcountry}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   205872}}}{space 1}{space 1}{ralign 9:{res:{sf:   205872}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.356727}}}{space 1}{space 1}{ralign 9:{res:{sf: 4.153601}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.038039}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:       12}}}{space 1}{space 1}{ralign 9:{res:{sf:   485184}}}{space 1}

{com}. eststo wdam
{txt}
{com}. estpost sum $meanlist if flare==0 & !missing(tmp) & !ifdam

{txt}{space 0}{space 0}{ralign 12:}{space 1}{c |}{space 1}{ralign 9:e(count)}{space 1}{space 1}{ralign 9:e(sum_w)}{space 1}{space 1}{ralign 9:e(mean)}{space 1}{space 1}{ralign 9:e(Var)}{space 1}{space 1}{ralign 9:e(sd)}{space 1}{space 1}{ralign 9:e(min)}{space 1}{space 1}{ralign 9:e(max)}{space 1}{space 1}{ralign 9:e(sum)}{space 1}
{space 0}{hline 13}{c   +}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}
{space 0}{space 0}{ralign 12:slope}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   241956}}}{space 1}{space 1}{ralign 9:{res:{sf:   241956}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.578351}}}{space 1}{space 1}{ralign 9:{res:{sf: 3.519881}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.876135}}}{space 1}{space 1}{ralign 9:{res:{sf: .0022142}}}{space 1}{space 1}{ralign 9:{res:{sf: 17.55336}}}{space 1}{space 1}{ralign 9:{res:{sf: 381891.6}}}{space 1}
{space 0}{space 0}{ralign 12:max_slope}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   241956}}}{space 1}{space 1}{ralign 9:{res:{sf:   241956}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.060858}}}{space 1}{space 1}{ralign 9:{res:{sf: 6.004659}}}{space 1}{space 1}{ralign 9:{res:{sf:  2.45044}}}{space 1}{space 1}{ralign 9:{res:{sf: .0022142}}}{space 1}{space 1}{ralign 9:{res:{sf:  19.1389}}}{space 1}{space 1}{ralign 9:{res:{sf:   498637}}}{space 1}
{space 0}{space 0}{ralign 12:dncountry_~t}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   241848}}}{space 1}{space 1}{ralign 9:{res:{sf:   241848}}}{space 1}{space 1}{ralign 9:{res:{sf: .4477027}}}{space 1}{space 1}{ralign 9:{res:{sf: .8832714}}}{space 1}{space 1}{ralign 9:{res:{sf: .9398252}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        9}}}{space 1}{space 1}{ralign 9:{res:{sf:   108276}}}{space 1}
{space 0}{space 0}{ralign 12:numcountry}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   241812}}}{space 1}{space 1}{ralign 9:{res:{sf:   241812}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.360081}}}{space 1}{space 1}{ralign 9:{res:{sf: .6594861}}}{space 1}{space 1}{ralign 9:{res:{sf: .8120875}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:        9}}}{space 1}{space 1}{ralign 9:{res:{sf:   328884}}}{space 1}

{com}. eststo nodam
{txt}
{com}. 
. 
. esttab all wdam nodam using "../output/tableL1_IVmeans.rtf", replace cell("mean(fmt(3)) sd(par fmt(3))") nonumber label compress
{res}{txt}(output written to {browse  `"../output/tableL1_IVmeans.rtf"'})

{com}. eststo clear
{txt}
{com}. 
. * test statistical significane
. foreach var in $meanlist {c -(}
{txt}  2{com}. ttest `var', by(ifdam)
{txt}  3{com}. {c )-}

{txt}Two-sample t test with equal variances
{hline 9}{c TT}{hline 68}
   Group{col 10}{c |}{col 16}Obs{col 27}Mean{col 35}Std. err.{col 47}Std. dev.{col 59}[95% conf. interval]
{hline 9}{c +}{hline 68}
       0 {c |}{res}{col 12}267,591{col 22} 1.565195{col 34} .0036015{col 46}  1.86303{col 58} 1.558136{col 70} 1.572253
       {txt}1 {c |}{res}{col 12}225,652{col 22} 2.184446{col 34} .0038987{col 46} 1.852013{col 58} 2.176804{col 70} 2.192087
{txt}{hline 9}{c +}{hline 68}
Combined {c |}{res}{col 12}493,243{col 22} 1.848494{col 34} .0026818{col 46} 1.883434{col 58} 1.843237{col 70}  1.85375
{txt}{hline 9}{c +}{hline 68}
    diff {c |}{res}{col 22}-.6192513{col 34} .0053103{col 58}-.6296594{col 70}-.6088433
{txt}{hline 9}{c BT}{hline 68}
    diff = mean({res}0{txt}) - mean({res}1{txt})                                      t = {res}-1.2e+02
{txt}H0: diff = 0                                     Degrees of freedom = {res}  493241

    {txt}Ha: diff < 0                 Ha: diff != 0                 Ha: diff > 0
 Pr(T < t) = {res}0.0000         {txt}Pr(|T| > |t|) = {res}0.0000          {txt}Pr(T > t) = {res}1.0000

{txt}Two-sample t test with equal variances
{hline 9}{c TT}{hline 68}
   Group{col 10}{c |}{col 16}Obs{col 27}Mean{col 35}Std. err.{col 47}Std. dev.{col 59}[95% conf. interval]
{hline 9}{c +}{hline 68}
       0 {c |}{res}{col 12}267,591{col 22}  2.05185{col 34} .0047209{col 46} 2.442063{col 58} 2.042597{col 70} 2.061102
       {txt}1 {c |}{res}{col 12}225,652{col 22} 3.542646{col 34} .0069411{col 46} 3.297235{col 58} 3.529042{col 70}  3.55625
{txt}{hline 9}{c +}{hline 68}
Combined {c |}{res}{col 12}493,243{col 22} 2.733869{col 34} .0042144{col 46} 2.959838{col 58} 2.725609{col 70} 2.742129
{txt}{hline 9}{c +}{hline 68}
    diff {c |}{res}{col 22}-1.490796{col 34} .0081888{col 58}-1.506846{col 70}-1.474747
{txt}{hline 9}{c BT}{hline 68}
    diff = mean({res}0{txt}) - mean({res}1{txt})                                      t = {res}-1.8e+02
{txt}H0: diff = 0                                     Degrees of freedom = {res}  493241

    {txt}Ha: diff < 0                 Ha: diff != 0                 Ha: diff > 0
 Pr(T < t) = {res}0.0000         {txt}Pr(|T| > |t|) = {res}0.0000          {txt}Pr(T > t) = {res}1.0000

{txt}Two-sample t test with equal variances
{hline 9}{c TT}{hline 68}
   Group{col 10}{c |}{col 16}Obs{col 27}Mean{col 35}Std. err.{col 47}Std. dev.{col 59}[95% conf. interval]
{hline 9}{c +}{hline 68}
       0 {c |}{res}{col 12}267,422{col 22}  .434407{col 34} .0018008{col 46} .9312386{col 58} .4308775{col 70} .4379365
       {txt}1 {c |}{res}{col 12}225,652{col 22} .3323436{col 34} .0017208{col 46} .8174248{col 58} .3289709{col 70} .3357163
{txt}{hline 9}{c +}{hline 68}
Combined {c |}{res}{col 12}493,074{col 22} .3876984{col 34} .0012567{col 46} .8824445{col 58} .3852353{col 70} .3901615
{txt}{hline 9}{c +}{hline 68}
    diff {c |}{res}{col 22} .1020634{col 34} .0025183{col 58} .0971277{col 70} .1069992
{txt}{hline 9}{c BT}{hline 68}
    diff = mean({res}0{txt}) - mean({res}1{txt})                                      t = {res} 40.5291
{txt}H0: diff = 0                                     Degrees of freedom = {res}  493072

    {txt}Ha: diff < 0                 Ha: diff != 0                 Ha: diff > 0
 Pr(T < t) = {res}1.0000         {txt}Pr(|T| > |t|) = {res}0.0000          {txt}Pr(T > t) = {res}0.0000

{txt}Two-sample t test with equal variances
{hline 9}{c TT}{hline 68}
   Group{col 10}{c |}{col 16}Obs{col 27}Mean{col 35}Std. err.{col 47}Std. dev.{col 59}[95% conf. interval]
{hline 9}{c +}{hline 68}
       0 {c |}{res}{col 12}267,356{col 22} 1.355907{col 34} .0015686{col 46} .8110576{col 58} 1.352833{col 70} 1.358982
       {txt}1 {c |}{res}{col 12}225,652{col 22} 2.360471{col 34} .0042989{col 46} 2.042077{col 58} 2.352045{col 70} 2.368897
{txt}{hline 9}{c +}{hline 68}
Combined {c |}{res}{col 12}493,008{col 22} 1.815701{col 34}  .002259{col 46} 1.586149{col 58} 1.811273{col 70} 1.820128
{txt}{hline 9}{c +}{hline 68}
    diff {c |}{res}{col 22}-1.004564{col 34} .0043026{col 58}-1.012997{col 70}-.9961305
{txt}{hline 9}{c BT}{hline 68}
    diff = mean({res}0{txt}) - mean({res}1{txt})                                      t = {res}-2.3e+02
{txt}H0: diff = 0                                     Degrees of freedom = {res}  493006

    {txt}Ha: diff < 0                 Ha: diff != 0                 Ha: diff > 0
 Pr(T < t) = {res}0.0000         {txt}Pr(|T| > |t|) = {res}0.0000          {txt}Pr(T > t) = {res}1.0000
{txt}
{com}. 
. egen cellid=group(x y)
{res}{txt}
{com}. xtset cellid year
{res}
{col 1}{txt:Panel variable: }{res:cellid}{txt: (unbalanced)}
{p 1 16 2}{txt:Time variable: }{res:year}{txt:, }{res:{bind:2000}}{txt: to }{res:{bind:2011}}{p_end}
{txt}{col 10}Delta: {res}1 unit
{txt}
{com}. 
. 
. 
. *interactions with various drought definitions
. *explicit interactions needed for ivregress
. foreach var in ifdam ifhydro cti slope max_slope dncountry_count numcountry {c -(}
{txt}  2{com}.         gen esmdsiX`var'=(dsi_cat11<=3)*`var'
{txt}  3{com}.         gen esmpdsiX`var'=(pdsi_cat<=3)*`var'
{txt}  4{com}. {c )-}
{txt}(40,860 missing values generated)
(40,860 missing values generated)
(40,860 missing values generated)
(40,860 missing values generated)
(40,860 missing values generated)
(40,860 missing values generated)
(40,860 missing values generated)
(40,860 missing values generated)
(40,860 missing values generated)
(40,860 missing values generated)
(41,029 missing values generated)
(41,029 missing values generated)
(41,095 missing values generated)
(41,095 missing values generated)

{com}. 
. foreach d in dsi pdsi {c -(}
{txt}  2{com}.         label var esm`d'Xifdam "Dam * drought"
{txt}  3{com}.         label var esm`d'Xifhydro "Hydro dam * drought"
{txt}  4{com}. {c )-}
{txt}
{com}. 
. egen contyear=group(continent year)
{res}{txt}(58,291 missing values generated)

{com}. 
. **# IV regressions
. 
. foreach d in dsi pdsi {c -(}
{txt}  2{com}. 
. *just slope IVs
. ivregress 2sls ihslights esm`d' (esm`d'Xifdam =esm`d'Xslope esm`d'Xmax_slope) $weather  if flare==0, vce(cluster conpfaf4) absorb(contyear cellid)
{txt}  3{com}. estat endogenous
{txt}  4{com}. estadd scalar DWH = r(regF)
{txt}  5{com}. estadd scalar p_DWH = r(p_regF)
{txt}  6{com}. estat weakrobust
{txt}  7{com}. estadd scalar clr = r(clr)
{txt}  8{com}. estadd scalar p_clr= r(p_clr)
{txt}  9{com}. weakivtest
{txt} 10{com}. estadd scalar weak_F = r(F_eff) 
{txt} 11{com}. estadd scalar crit10 = r(c_TSLS_10)
{txt} 12{com}. eststo slopeIV
{txt} 13{com}. 
. 
. *just political IVs
. ivregress 2sls ihslights esm`d' (esm`d'Xifdam  =esm`d'Xdncountry_count esm`d'Xnumcountry) $weather  if flare==0, vce(cluster conpfaf4) absorb(contyear cellid)
{txt} 14{com}. estat endogenous
{txt} 15{com}. estadd scalar DWH = r(regF)
{txt} 16{com}. estadd scalar p_DWH = r(p_regF)
{txt} 17{com}. estat weakrobust
{txt} 18{com}. estadd scalar clr = r(clr)
{txt} 19{com}. estadd scalar p_clr= r(p_clr)
{txt} 20{com}. weakivtest
{txt} 21{com}. estadd scalar weak_F = r(F_eff) 
{txt} 22{com}. estadd scalar crit10 = r(c_TSLS_10)
{txt} 23{com}. eststo polIV
{txt} 24{com}. 
. * all IV
. ivregress 2sls ihslights esm`d' (esm`d'Xifdam  = esm`d'Xslope esm`d'Xmax_slope esm`d'Xdncountry_count esm`d'Xnumcountry) $weather if flare==0,  vce(cluster conpfaf4) absorb(contyear cellid)
{txt} 25{com}. estat endogenous
{txt} 26{com}. estadd scalar DWH = r(regF)
{txt} 27{com}. estadd scalar p_DWH = r(p_regF)
{txt} 28{com}. estat weakrobust
{txt} 29{com}. estadd scalar clr = r(clr)
{txt} 30{com}. estadd scalar p_clr= r(p_clr)
{txt} 31{com}. weakivtest
{txt} 32{com}. estadd scalar weak_F = r(F_eff) 
{txt} 33{com}. estadd scalar crit10 = r(c_TSLS_10)
{txt} 34{com}. eststo allIV
{txt} 35{com}. 
. 
. **# Overid tests
. * produces scalars but doesn't ereturn them, even tho manual says it should; adding them to the table manually.
. ivregress 2sls ihslights esm`d' (esm`d'Xifdam =esm`d'Xslope esm`d'Xmax_slope) $weather  if flare==0, vce(robust) absorb(contyear cellid) first
{txt} 36{com}. estat overid
{txt} 37{com}. estadd scalar sargan=r(sargan) : slopeIV
{txt} 38{com}. estadd scalar p_sargan=r(p_sargan) : slopeIV
{txt} 39{com}. ivregress 2sls ihslights esm`d' (esm`d'Xifdam  =esm`d'Xdncountry_count esm`d'Xnumcountry) $weather if flare==0, vce(robust) absorb(contyear cellid) first
{txt} 40{com}. estat overid
{txt} 41{com}. estadd scalar sargan=r(sargan) : polIV
{txt} 42{com}. estadd scalar p_sargan=r(p_sargan) : polIV
{txt} 43{com}. ivregress 2sls ihslights esm`d' (esm`d'Xifdam  = esm`d'Xslope esm`d'Xmax_slope esm`d'Xdncountry_count esm`d'Xnumcountry) $weather  if flare==0, vce(robust) absorb(contyear cellid) first
{txt} 44{com}. estat overid
{txt} 45{com}. ereturn list
{txt} 46{com}. estadd scalar sargan=r(sargan) : allIV
{txt} 47{com}. estadd scalar p_sargan=r(p_sargan) : allIV
{txt} 48{com}. 
. 
. if "`d'"=="dsi" {c -(}
{txt} 49{com}.         local tablen "2"
{txt} 50{com}. {c )-}
{txt} 51{com}. else {c -(}
{txt} 52{com}. local tablen "3"
{txt} 53{com}. {c )-}
{txt} 54{com}. 
. esttab slopeIV polIV allIV using "../output/tableL`tablen'_iv_`d'.rtf", replace se sca("DWH Endogeneity (DWH)" "p_DWH p-value" "p_clr Weak instrument robust p-value for Drought*dam" "weak_F Robust F for weak instruments" "crit10 Critical value for F with 10% bias" "sargan Sargan (overid)" "p_sargan p-value" "N_clust N subbasins") obslast nocon label star( + .10 * .05 ** .01 ) drop(*tmp* _cons) /*
> */ title("IV estimates of effects of local dams on lights") order(esm`d' esm`d'Xifdam)  /* 
> */ mtitle("Geophys IV main"  "Political IV main" "All IV" ) /*
> */ addnote("Notes: Standard errors in parentheses are clustered by 4-digit subbasin. The weak instrument robust p-value tests that the Dam*Drought interaction equals zero. The F statistic for weak instruments is Montiel Olea and Pflueger robust statistic. The overidentification test is Sargan's chi-squared and is heteroskedacity, but not cluster-robust. All models include cell fixed effects, a cubic in temperature deviation, and continent-year effects.")
{txt} 55{com}. eststo clear
{txt} 56{com}. 
. 
. 
. {c )-}
{res}
{txt}Halperin APM for IV regression:

Dependent variable:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 1.978e-15

{txt}Endogenous variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 1.446e-14

{txt}Exogenous variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 4.945e-13

{txt}Instrument variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 3.651e-13

{txt}{col 1}Instrumental-variables 2SLS regression{col 51}Number of obs{col 67}= {res}   447,828
{txt}{col 1}{col 51}Wald chi2({res}5{txt}){col 67}= {res}    189.71
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}    0.0057
{txt}{col 51}Root MSE{col 67}=    {res} .12841

{txt}{hline 18}{c TT}{hline 8}
Absorbed variable{col 19}{c |}{col 22}Levels
{hline 18}{c +}{hline 8}
{col 10}contyear{col 19}{c |}{res}{col 0}      72
{txt}{col 12}cellid{col 19}{c |}{res}{col 0}  37,319
{txt}{hline 18}{c BT}{hline 8}
{res}{txt}{ralign 95:(Std. err. adjusted for {res:6,128} clusters in {res:conpfaf4})}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                    ihslights{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      z{col 63}   P>|z|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 17}esmdsiXifdam {c |}{col 31}{res}{space 2} .0164119{col 43}{space 2}  .011287{col 54}{space 1}    1.45{col 63}{space 3}0.146{col 71}{space 4}-.0057102{col 84}{space 3}  .038534
{txt}{space 23}esmdsi {c |}{col 31}{res}{space 2}-.0185456{col 43}{space 2} .0055133{col 54}{space 1}   -3.36{col 63}{space 3}0.001{col 71}{space 4}-.0293515{col 84}{space 3}-.0077398
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2} -.011477{col 43}{space 2} .0021599{col 54}{space 1}   -5.31{col 63}{space 3}0.000{col 71}{space 4}-.0157103{col 84}{space 3}-.0072437
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0113937{col 43}{space 2}  .002161{col 54}{space 1}   -5.27{col 63}{space 3}0.000{col 71}{space 4}-.0156292{col 84}{space 3}-.0071583
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0037485{col 43}{space 2} .0016568{col 54}{space 1}   -2.26{col 63}{space 3}0.024{col 71}{space 4}-.0069958{col 84}{space 3}-.0005013
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .5711533{col 43}{space 2}  .000645{col 54}{space 1}  885.45{col 63}{space 3}0.000{col 71}{space 4} .5698891{col 84}{space 3} .5724176
{txt}{hline 30}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 12 159}Endogenous: {res:esmdsiXifdam}{p_end}
{p 0 12 159}Exogenous:{space 1} {res:esmdsi dev_tmp c.dev_tmp#c.dev_tmp c.dev_tmp#c.dev_tmp#c.dev_tmp esmdsiXslope esmdsiXmax_slope}{p_end}
{p 0 12 159}Absorbed:{space 2} {res:contyear cellid}{p_end}

Computing Halperin APM for IV regression ...
{res}
{txt}{col 3}Tests of endogeneity
{col 3}H0: Variables are exogenous

{col 3}Robust regression F({res}1{txt},{res}410433{txt}){col 35}={res}{col 37} .414791{txt}  (p = {res}0.5195{txt})
{col 5}(Adjusted for 6128 clusters in conpfaf4)

added scalar:
                e(DWH) =  {res}.41479067

{txt}added scalar:
              e(p_DWH) =  {res}.51954827

{txt}Computing Halperin APM for IV regression ...
{res}
{txt}Test robust to weak instruments
Model VCE: Cluster robust

{p 0 7}{space 1}{text:( 1)}{space 1} {res}esmdsiXifdam = 0{p_end}

{txt}{ralign 33:Cond. likelihood-ratio (CLR) test} = {res}{ralign 6:4.59}
{txt}{ralign 33:Prob > CLR} = {res}{ralign 6:0.0344}

{txt}{p 0 7 0 43}Notes: CLR test reported by default because model is overidentified. {break} p-value computed by simulation ({res}25,000{txt} replications).{p_end}

added scalar:
                e(clr) =  {res}4.5931355

{txt}added scalar:
              e(p_clr) =  {res}.0344
{txt}(obs=447,828)
{res}
{txt}Montiel-Pflueger robust weak instrument test
{txt}{hline 44}
Effective F statistic:    {res}   23.919
{txt}Confidence level alpha:   {res}       5%
{txt}{hline 44}

{txt}{hline 44}
Critical Values             TSLS      LIML
{txt}{hline 44}
% of Worst Case Bias
tau=5%                 {res}   20.256    26.784
{txt}tau=10%                {res}   13.008    16.660
{txt}tau=20%                {res}    8.868    10.968
{txt}tau=30%                {res}    7.295     8.831
{txt}{hline 44}

added scalar:
             e(weak_F) =  {res}23.919337

{txt}added scalar:
             e(crit10) =  {res}13.00754

{txt}Halperin APM for IV regression:

Dependent variable:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 3.139e-14

{txt}Endogenous variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 1.448e-14

{txt}Exogenous variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 6.031e-14

{txt}Instrument variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 2.554e-13

{txt}{col 1}Instrumental-variables 2SLS regression{col 51}Number of obs{col 67}= {res}   447,684
{txt}{col 1}{col 51}Wald chi2({res}5{txt}){col 67}= {res}    186.02
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}    0.0058
{txt}{col 51}Root MSE{col 67}=    {res}  .1284

{txt}{hline 18}{c TT}{hline 8}
Absorbed variable{col 19}{c |}{col 22}Levels
{hline 18}{c +}{hline 8}
{col 10}contyear{col 19}{c |}{res}{col 0}      72
{txt}{col 12}cellid{col 19}{c |}{res}{col 0}  37,307
{txt}{hline 18}{c BT}{hline 8}
{res}{txt}{ralign 95:(Std. err. adjusted for {res:6,116} clusters in {res:conpfaf4})}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                    ihslights{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      z{col 63}   P>|z|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 17}esmdsiXifdam {c |}{col 31}{res}{space 2} .0082578{col 43}{space 2} .0115238{col 54}{space 1}    0.72{col 63}{space 3}0.474{col 71}{space 4}-.0143284{col 84}{space 3} .0308441
{txt}{space 23}esmdsi {c |}{col 31}{res}{space 2}-.0147882{col 43}{space 2} .0055099{col 54}{space 1}   -2.68{col 63}{space 3}0.007{col 71}{space 4}-.0255874{col 84}{space 3}-.0039889
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2} -.011565{col 43}{space 2} .0021802{col 54}{space 1}   -5.30{col 63}{space 3}0.000{col 71}{space 4}-.0158381{col 84}{space 3}-.0072919
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0114025{col 43}{space 2}   .00216{col 54}{space 1}   -5.28{col 63}{space 3}0.000{col 71}{space 4} -.015636{col 84}{space 3}-.0071691
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0037317{col 43}{space 2} .0016579{col 54}{space 1}   -2.25{col 63}{space 3}0.024{col 71}{space 4}-.0069811{col 84}{space 3}-.0004822
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .5709528{col 43}{space 2} .0006548{col 54}{space 1}  871.93{col 63}{space 3}0.000{col 71}{space 4} .5696694{col 84}{space 3} .5722362
{txt}{hline 30}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 12 159}Endogenous: {res:esmdsiXifdam}{p_end}
{p 0 12 159}Exogenous:{space 1} {res:esmdsi dev_tmp c.dev_tmp#c.dev_tmp c.dev_tmp#c.dev_tmp#c.dev_tmp esmdsiXdncountry_count esmdsiXnumcountry}{p_end}
{p 0 12 159}Absorbed:{space 2} {res:contyear cellid}{p_end}

Computing Halperin APM for IV regression ...
{res}
{txt}{col 3}Tests of endogeneity
{col 3}H0: Variables are exogenous

{col 3}Robust regression F({res}1{txt},{res}410301{txt}){col 35}={res}{col 37} .007542{txt}  (p = {res}0.9308{txt})
{col 5}(Adjusted for 6116 clusters in conpfaf4)

added scalar:
                e(DWH) =  {res}.00754189

{txt}added scalar:
              e(p_DWH) =  {res}.93079553

{txt}Computing Halperin APM for IV regression ...
{res}
{txt}Test robust to weak instruments
Model VCE: Cluster robust

{p 0 7}{space 1}{text:( 1)}{space 1} {res}esmdsiXifdam = 0{p_end}

{txt}{ralign 33:Cond. likelihood-ratio (CLR) test} = {res}{ralign 6:0.46}
{txt}{ralign 33:Prob > CLR} = {res}{ralign 6:0.4965}

{txt}{p 0 7 0 43}Notes: CLR test reported by default because model is overidentified. {break} p-value computed by simulation ({res}25,000{txt} replications).{p_end}

added scalar:
                e(clr) =  {res}.45981738

{txt}added scalar:
              e(p_clr) =  {res}.49648
{txt}(obs=447,684)
{res}
{txt}Montiel-Pflueger robust weak instrument test
{txt}{hline 44}
Effective F statistic:    {res}   24.745
{txt}Confidence level alpha:   {res}       5%
{txt}{hline 44}

{txt}{hline 44}
Critical Values             TSLS      LIML
{txt}{hline 44}
% of Worst Case Bias
tau=5%                 {res}   28.708    31.801
{txt}tau=10%                {res}   17.968    19.691
{txt}tau=20%                {res}   11.893    12.880
{txt}tau=30%                {res}    9.599    10.320
{txt}{hline 44}

added scalar:
             e(weak_F) =  {res}24.744516

{txt}added scalar:
             e(crit10) =  {res}17.96806

{txt}Halperin APM for IV regression:

Dependent variable:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 3.139e-14

{txt}Endogenous variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 1.448e-14

{txt}Exogenous variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 6.031e-14

{txt}Instrument variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 6.269e-13

{txt}{col 1}Instrumental-variables 2SLS regression{col 51}Number of obs{col 67}= {res}   447,684
{txt}{col 1}{col 51}Wald chi2({res}5{txt}){col 67}= {res}    187.31
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}    0.0058
{txt}{col 51}Root MSE{col 67}=    {res}  .1284

{txt}{hline 18}{c TT}{hline 8}
Absorbed variable{col 19}{c |}{col 22}Levels
{hline 18}{c +}{hline 8}
{col 10}contyear{col 19}{c |}{res}{col 0}      72
{txt}{col 12}cellid{col 19}{c |}{res}{col 0}  37,307
{txt}{hline 18}{c BT}{hline 8}
{res}{txt}{ralign 95:(Std. err. adjusted for {res:6,116} clusters in {res:conpfaf4})}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                    ihslights{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      z{col 63}   P>|z|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 17}esmdsiXifdam {c |}{col 31}{res}{space 2}  .011328{col 43}{space 2} .0097882{col 54}{space 1}    1.16{col 63}{space 3}0.247{col 71}{space 4}-.0078566{col 84}{space 3} .0305126
{txt}{space 23}esmdsi {c |}{col 31}{res}{space 2}-.0162055{col 43}{space 2} .0047668{col 54}{space 1}   -3.40{col 63}{space 3}0.001{col 71}{space 4}-.0255482{col 84}{space 3}-.0068627
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2}-.0115297{col 43}{space 2} .0021705{col 54}{space 1}   -5.31{col 63}{space 3}0.000{col 71}{space 4}-.0157838{col 84}{space 3}-.0072757
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0114018{col 43}{space 2} .0021605{col 54}{space 1}   -5.28{col 63}{space 3}0.000{col 71}{space 4}-.0156363{col 84}{space 3}-.0071673
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0037403{col 43}{space 2} .0016573{col 54}{space 1}   -2.26{col 63}{space 3}0.024{col 71}{space 4}-.0069886{col 84}{space 3} -.000492
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .5709539{col 43}{space 2} .0006511{col 54}{space 1}  876.90{col 63}{space 3}0.000{col 71}{space 4} .5696777{col 84}{space 3}   .57223
{txt}{hline 30}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 12 159}Endogenous: {res:esmdsiXifdam}{p_end}
{p 0 12 159}Exogenous:{space 1} {res:esmdsi dev_tmp c.dev_tmp#c.dev_tmp c.dev_tmp#c.dev_tmp#c.dev_tmp esmdsiXslope esmdsiXmax_slope esmdsiXdncountry_count esmdsiXnumcountry}{p_end}
{p 0 12 159}Absorbed:{space 2} {res:contyear cellid}{p_end}

Computing Halperin APM for IV regression ...
{res}
{txt}{col 3}Tests of endogeneity
{col 3}H0: Variables are exogenous

{col 3}Robust regression F({res}1{txt},{res}410301{txt}){col 35}={res}{col 37} .045301{txt}  (p = {res}0.8315{txt})
{col 5}(Adjusted for 6116 clusters in conpfaf4)

added scalar:
                e(DWH) =  {res}.04530093

{txt}added scalar:
              e(p_DWH) =  {res}.83145175

{txt}Computing Halperin APM for IV regression ...
{res}
{txt}Test robust to weak instruments
Model VCE: Cluster robust

{p 0 7}{space 1}{text:( 1)}{space 1} {res}esmdsiXifdam = 0{p_end}

{txt}{ralign 33:Cond. likelihood-ratio (CLR) test} = {res}{ralign 6:1.76}
{txt}{ralign 33:Prob > CLR} = {res}{ralign 6:0.1897}

{txt}{p 0 7 0 43}Notes: CLR test reported by default because model is overidentified. {break} p-value computed by simulation ({res}25,000{txt} replications).{p_end}

added scalar:
                e(clr) =  {res}1.7561269

{txt}added scalar:
              e(p_clr) =  {res}.18968
{txt}(obs=447,684)
{res}
{txt}Montiel-Pflueger robust weak instrument test
{txt}{hline 44}
Effective F statistic:    {res}   16.708
{txt}Confidence level alpha:   {res}       5%
{txt}{hline 44}

{txt}{hline 44}
Critical Values             TSLS      LIML
{txt}{hline 44}
% of Worst Case Bias
tau=5%                 {res}   31.314    26.309
{txt}tau=10%                {res}   19.096    16.328
{txt}tau=20%                {res}   12.290    10.718
{txt}tau=30%                {res}    9.754     8.611
{txt}{hline 44}

added scalar:
             e(weak_F) =  {res}16.708337

{txt}added scalar:
             e(crit10) =  {res}19.0961

{txt}Halperin APM for IV regression:

Dependent variable:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 1.978e-15

{txt}Endogenous variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 1.446e-14

{txt}Exogenous variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 4.945e-13

{txt}Instrument variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 3.651e-13

{txt}First-stage regressions
{hline 23}
{res}
{txt}{col 55}{lalign 13:Number of obs}{col 68} = {res}{ralign 8:447,828}
{txt}{col 55}{lalign 13:F({res:6}, {res:447821})}{col 68} = {res}{ralign 8:18022.41}
{txt}{col 55}{lalign 13:Prob > F}{col 68} = {res}{ralign 8:0.0000}
{txt}{col 55}{lalign 13:R-squared}{col 68} = {res}{ralign 8:0.4954}
{txt}{col 55}{lalign 13:Adj R-squared}{col 68} = {res}{ralign 8:0.4954}
{txt}{col 55}{lalign 13:Root MSE}{col 68} = {res}{ralign 8:0.1680}

{txt}{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                 esmdsiXifdam{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      t{col 63}   P>|t|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 23}esmdsi {c |}{col 31}{res}{space 2} .3638452{col 43}{space 2} .0021662{col 54}{space 1}  167.96{col 63}{space 3}0.000{col 71}{space 4} .3595995{col 84}{space 3} .3680909
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2}-.0110629{col 43}{space 2} .0008056{col 54}{space 1}  -13.73{col 63}{space 3}0.000{col 71}{space 4}-.0126418{col 84}{space 3}-.0094839
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2} .0017298{col 43}{space 2} .0006315{col 54}{space 1}    2.74{col 63}{space 3}0.006{col 71}{space 4}  .000492{col 84}{space 3} .0029675
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2} .0030088{col 43}{space 2} .0004042{col 54}{space 1}    7.44{col 63}{space 3}0.000{col 71}{space 4} .0022165{col 84}{space 3}  .003801
{txt}{space 29} {c |}
{space 17}esmdsiXslope {c |}{col 31}{res}{space 2}-.0543407{col 43}{space 2} .0015765{col 54}{space 1}  -34.47{col 63}{space 3}0.000{col 71}{space 4}-.0574305{col 84}{space 3}-.0512509
{txt}{space 13}esmdsiXmax_slope {c |}{col 31}{res}{space 2} .0729542{col 43}{space 2} .0008787{col 54}{space 1}   83.03{col 63}{space 3}0.000{col 71}{space 4}  .071232{col 84}{space 3} .0746763
{txt}{space 24}_cons {c |}{col 31}{res}{space 2} -.000673{col 43}{space 2} .0002166{col 54}{space 1}   -3.11{col 63}{space 3}0.002{col 71}{space 4}-.0010974{col 84}{space 3}-.0002485
{txt}{hline 30}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{res}
{txt}{col 1}Instrumental-variables 2SLS regression{col 51}Number of obs{col 67}= {res}   447,828
{txt}{col 1}{col 51}Wald chi2({res}5{txt}){col 67}= {res}   2063.30
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}    0.0057
{txt}{col 51}Root MSE{col 67}=    {res} .12841

{txt}{hline 18}{c TT}{hline 8}
Absorbed variable{col 19}{c |}{col 22}Levels
{hline 18}{c +}{hline 8}
{col 10}contyear{col 19}{c |}{res}{col 0}      72
{txt}{col 12}cellid{col 19}{c |}{res}{col 0}  37,319
{txt}{hline 18}{c BT}{hline 8}
{res}{txt}{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                    ihslights{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      z{col 63}   P>|z|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 17}esmdsiXifdam {c |}{col 31}{res}{space 2} .0164119{col 43}{space 2}  .003953{col 54}{space 1}    4.15{col 63}{space 3}0.000{col 71}{space 4} .0086642{col 84}{space 3} .0241596
{txt}{space 23}esmdsi {c |}{col 31}{res}{space 2}-.0185456{col 43}{space 2} .0019363{col 54}{space 1}   -9.58{col 63}{space 3}0.000{col 71}{space 4}-.0223406{col 84}{space 3}-.0147506
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2} -.011477{col 43}{space 2} .0006486{col 54}{space 1}  -17.69{col 63}{space 3}0.000{col 71}{space 4}-.0127482{col 84}{space 3}-.0102057
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0113937{col 43}{space 2} .0005283{col 54}{space 1}  -21.57{col 63}{space 3}0.000{col 71}{space 4}-.0124292{col 84}{space 3}-.0103582
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0037485{col 43}{space 2} .0003569{col 54}{space 1}  -10.50{col 63}{space 3}0.000{col 71}{space 4}-.0044481{col 84}{space 3} -.003049
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .5711533{col 43}{space 2} .0002575{col 54}{space 1} 2218.20{col 63}{space 3}0.000{col 71}{space 4} .5706487{col 84}{space 3}  .571658
{txt}{hline 30}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 12 159}Endogenous: {res:esmdsiXifdam}{p_end}
{p 0 12 159}Exogenous:{space 1} {res:esmdsi dev_tmp c.dev_tmp#c.dev_tmp c.dev_tmp#c.dev_tmp#c.dev_tmp esmdsiXslope esmdsiXmax_slope}{p_end}
{p 0 12 159}Absorbed:{space 2} {res:contyear cellid}{p_end}
{res}
{p}{txt}Halperin APM for absorbed effects:{p_end}
{res}{txt}Iteration 1:  Maximum absolute difference ={res}     226.2
{txt}Iteration 2:  Maximum absolute difference ={res}  .0000154
{txt}Iteration 3:  Maximum absolute difference ={res}     226.2
{txt}Iteration 4:  Maximum absolute difference ={res} 8.684e-15

{txt}Computing Halperin APM for IV regression ...
{res}
{txt}{col 3}Test of overidentifying restrictions:

{col 3}Score chi2({res}1{txt}){col 26}={res}{col 28} 61.5047{txt}{col 38}(p = {res}0.0000{txt})
{res}
{txt}Halperin APM for IV regression:

Dependent variable:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 3.139e-14

{txt}Endogenous variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 1.448e-14

{txt}Exogenous variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 6.031e-14

{txt}Instrument variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 2.554e-13

{txt}First-stage regressions
{hline 23}
{res}
{txt}{col 55}{lalign 13:Number of obs}{col 68} = {res}{ralign 8:447,684}
{txt}{col 55}{lalign 13:F({res:6}, {res:447677})}{col 68} = {res}{ralign 8:20009.49}
{txt}{col 55}{lalign 13:Prob > F}{col 68} = {res}{ralign 8:0.0000}
{txt}{col 55}{lalign 13:R-squared}{col 68} = {res}{ralign 8:0.5075}
{txt}{col 55}{lalign 13:Adj R-squared}{col 68} = {res}{ralign 8:0.5075}
{txt}{col 55}{lalign 13:Root MSE}{col 68} = {res}{ralign 8:0.1660}

{txt}{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                 esmdsiXifdam{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      t{col 63}   P>|t|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 23}esmdsi {c |}{col 31}{res}{space 2} .3016052{col 43}{space 2}  .002436{col 54}{space 1}  123.81{col 63}{space 3}0.000{col 71}{space 4} .2968307{col 84}{space 3} .3063797
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2} -.007193{col 43}{space 2} .0007912{col 54}{space 1}   -9.09{col 63}{space 3}0.000{col 71}{space 4}-.0087438{col 84}{space 3}-.0056422
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0005998{col 43}{space 2} .0006482{col 54}{space 1}   -0.93{col 63}{space 3}0.355{col 71}{space 4}-.0018702{col 84}{space 3} .0006705
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2} .0016797{col 43}{space 2} .0004146{col 54}{space 1}    4.05{col 63}{space 3}0.000{col 71}{space 4} .0008672{col 84}{space 3} .0024922
{txt}{space 29} {c |}
{space 7}esmdsiXdncountry_count {c |}{col 31}{res}{space 2}-.0287517{col 43}{space 2} .0018834{col 54}{space 1}  -15.27{col 63}{space 3}0.000{col 71}{space 4}-.0324431{col 84}{space 3}-.0250602
{txt}{space 12}esmdsiXnumcountry {c |}{col 31}{res}{space 2} .0930688{col 43}{space 2} .0008034{col 54}{space 1}  115.84{col 63}{space 3}0.000{col 71}{space 4} .0914942{col 84}{space 3} .0946435
{txt}{space 24}_cons {c |}{col 31}{res}{space 2}-.0003105{col 43}{space 2} .0002181{col 54}{space 1}   -1.42{col 63}{space 3}0.154{col 71}{space 4}-.0007378{col 84}{space 3} .0001169
{txt}{hline 30}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{res}
{txt}{col 1}Instrumental-variables 2SLS regression{col 51}Number of obs{col 67}= {res}   447,684
{txt}{col 1}{col 51}Wald chi2({res}5{txt}){col 67}= {res}   2055.43
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}    0.0058
{txt}{col 51}Root MSE{col 67}=    {res}  .1284

{txt}{hline 18}{c TT}{hline 8}
Absorbed variable{col 19}{c |}{col 22}Levels
{hline 18}{c +}{hline 8}
{col 10}contyear{col 19}{c |}{res}{col 0}      72
{txt}{col 12}cellid{col 19}{c |}{res}{col 0}  37,307
{txt}{hline 18}{c BT}{hline 8}
{res}{txt}{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                    ihslights{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      z{col 63}   P>|z|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 17}esmdsiXifdam {c |}{col 31}{res}{space 2} .0082578{col 43}{space 2} .0033667{col 54}{space 1}    2.45{col 63}{space 3}0.014{col 71}{space 4} .0016592{col 84}{space 3} .0148564
{txt}{space 23}esmdsi {c |}{col 31}{res}{space 2}-.0147882{col 43}{space 2} .0017258{col 54}{space 1}   -8.57{col 63}{space 3}0.000{col 71}{space 4}-.0181707{col 84}{space 3}-.0114057
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2} -.011565{col 43}{space 2} .0006479{col 54}{space 1}  -17.85{col 63}{space 3}0.000{col 71}{space 4}-.0128348{col 84}{space 3}-.0102952
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0114025{col 43}{space 2} .0005285{col 54}{space 1}  -21.58{col 63}{space 3}0.000{col 71}{space 4}-.0124383{col 84}{space 3}-.0103668
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0037317{col 43}{space 2} .0003569{col 54}{space 1}  -10.46{col 63}{space 3}0.000{col 71}{space 4}-.0044312{col 84}{space 3}-.0030322
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .5709528{col 43}{space 2} .0002575{col 54}{space 1} 2217.12{col 63}{space 3}0.000{col 71}{space 4}  .570448{col 84}{space 3} .5714575
{txt}{hline 30}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 12 159}Endogenous: {res:esmdsiXifdam}{p_end}
{p 0 12 159}Exogenous:{space 1} {res:esmdsi dev_tmp c.dev_tmp#c.dev_tmp c.dev_tmp#c.dev_tmp#c.dev_tmp esmdsiXdncountry_count esmdsiXnumcountry}{p_end}
{p 0 12 159}Absorbed:{space 2} {res:contyear cellid}{p_end}
{res}
{p}{txt}Halperin APM for absorbed effects:{p_end}
{res}{txt}Iteration 1:  Maximum absolute difference ={res}     431.8
{txt}Iteration 2:  Maximum absolute difference ={res}  .0008201
{txt}Iteration 3:  Maximum absolute difference ={res} 5.811e-11

{txt}Computing Halperin APM for IV regression ...
{res}
{txt}{col 3}Test of overidentifying restrictions:

{col 3}Score chi2({res}1{txt}){col 26}={res}{col 28} 11.6423{txt}{col 38}(p = {res}0.0006{txt})
{res}
{txt}Halperin APM for IV regression:

Dependent variable:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 3.139e-14

{txt}Endogenous variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 1.448e-14

{txt}Exogenous variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 6.031e-14

{txt}Instrument variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 6.269e-13

{txt}First-stage regressions
{hline 23}
{res}
{txt}{col 55}{lalign 13:Number of obs}{col 68} = {res}{ralign 8:447,684}
{txt}{col 55}{lalign 13:F({res:8}, {res:447675})}{col 68} = {res}{ralign 8:14921.64}
{txt}{col 55}{lalign 13:Prob > F}{col 68} = {res}{ralign 8:0.0000}
{txt}{col 55}{lalign 13:R-squared}{col 68} = {res}{ralign 8:0.5334}
{txt}{col 55}{lalign 13:Adj R-squared}{col 68} = {res}{ralign 8:0.5334}
{txt}{col 55}{lalign 13:Root MSE}{col 68} = {res}{ralign 8:0.1616}

{txt}{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                 esmdsiXifdam{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      t{col 63}   P>|t|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 23}esmdsi {c |}{col 31}{res}{space 2} .2447879{col 43}{space 2} .0027678{col 54}{space 1}   88.44{col 63}{space 3}0.000{col 71}{space 4} .2393631{col 84}{space 3} .2502127
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2}-.0074329{col 43}{space 2} .0007615{col 54}{space 1}   -9.76{col 63}{space 3}0.000{col 71}{space 4}-.0089253{col 84}{space 3}-.0059404
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2} .0010046{col 43}{space 2}  .000636{col 54}{space 1}    1.58{col 63}{space 3}0.114{col 71}{space 4}-.0002419{col 84}{space 3} .0022511
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2} .0019637{col 43}{space 2} .0004036{col 54}{space 1}    4.87{col 63}{space 3}0.000{col 71}{space 4} .0011726{col 84}{space 3} .0027548
{txt}{space 29} {c |}
{space 17}esmdsiXslope {c |}{col 31}{res}{space 2}-.0501374{col 43}{space 2} .0014777{col 54}{space 1}  -33.93{col 63}{space 3}0.000{col 71}{space 4}-.0530336{col 84}{space 3}-.0472411
{txt}{space 13}esmdsiXmax_slope {c |}{col 31}{res}{space 2} .0617045{col 43}{space 2} .0008494{col 54}{space 1}   72.65{col 63}{space 3}0.000{col 71}{space 4} .0600397{col 84}{space 3} .0633693
{txt}{space 7}esmdsiXdncountry_count {c |}{col 31}{res}{space 2}-.0190477{col 43}{space 2} .0018692{col 54}{space 1}  -10.19{col 63}{space 3}0.000{col 71}{space 4}-.0227113{col 84}{space 3} -.015384
{txt}{space 12}esmdsiXnumcountry {c |}{col 31}{res}{space 2} .0811466{col 43}{space 2} .0009329{col 54}{space 1}   86.98{col 63}{space 3}0.000{col 71}{space 4} .0793181{col 84}{space 3} .0829751
{txt}{space 24}_cons {c |}{col 31}{res}{space 2}-.0005652{col 43}{space 2} .0002131{col 54}{space 1}   -2.65{col 63}{space 3}0.008{col 71}{space 4}-.0009829{col 84}{space 3}-.0001474
{txt}{hline 30}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{res}
{txt}{col 1}Instrumental-variables 2SLS regression{col 51}Number of obs{col 67}= {res}   447,684
{txt}{col 1}{col 51}Wald chi2({res}5{txt}){col 67}= {res}   2058.15
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}    0.0058
{txt}{col 51}Root MSE{col 67}=    {res}  .1284

{txt}{hline 18}{c TT}{hline 8}
Absorbed variable{col 19}{c |}{col 22}Levels
{hline 18}{c +}{hline 8}
{col 10}contyear{col 19}{c |}{res}{col 0}      72
{txt}{col 12}cellid{col 19}{c |}{res}{col 0}  37,307
{txt}{hline 18}{c BT}{hline 8}
{res}{txt}{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                    ihslights{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      z{col 63}   P>|z|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 17}esmdsiXifdam {c |}{col 31}{res}{space 2}  .011328{col 43}{space 2}   .00301{col 54}{space 1}    3.76{col 63}{space 3}0.000{col 71}{space 4} .0054285{col 84}{space 3} .0172275
{txt}{space 23}esmdsi {c |}{col 31}{res}{space 2}-.0162055{col 43}{space 2} .0015586{col 54}{space 1}  -10.40{col 63}{space 3}0.000{col 71}{space 4}-.0192603{col 84}{space 3}-.0131506
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2}-.0115297{col 43}{space 2} .0006478{col 54}{space 1}  -17.80{col 63}{space 3}0.000{col 71}{space 4}-.0127994{col 84}{space 3}-.0102601
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0114018{col 43}{space 2} .0005284{col 54}{space 1}  -21.58{col 63}{space 3}0.000{col 71}{space 4}-.0124375{col 84}{space 3}-.0103662
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0037403{col 43}{space 2} .0003569{col 54}{space 1}  -10.48{col 63}{space 3}0.000{col 71}{space 4}-.0044397{col 84}{space 3}-.0030409
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .5709539{col 43}{space 2} .0002575{col 54}{space 1} 2217.20{col 63}{space 3}0.000{col 71}{space 4} .5704491{col 84}{space 3} .5714586
{txt}{hline 30}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 12 159}Endogenous: {res:esmdsiXifdam}{p_end}
{p 0 12 159}Exogenous:{space 1} {res:esmdsi dev_tmp c.dev_tmp#c.dev_tmp c.dev_tmp#c.dev_tmp#c.dev_tmp esmdsiXslope esmdsiXmax_slope esmdsiXdncountry_count esmdsiXnumcountry}{p_end}
{p 0 12 159}Absorbed:{space 2} {res:contyear cellid}{p_end}
{res}
{p}{txt}Halperin APM for absorbed effects:{p_end}
{res}{txt}Iteration 1:  Maximum absolute difference ={res}     426.7
{txt}Iteration 2:  Maximum absolute difference ={res}    .01431
{txt}Iteration 3:  Maximum absolute difference ={res} 1.598e-10

{txt}Computing Halperin APM for IV regression ...
{res}
{txt}{col 3}Test of overidentifying restrictions:

{col 3}Score chi2({res}3{txt}){col 26}={res}{col 28} 20.9803{txt}{col 38}(p = {res}0.0001{txt})

scalars:
         e(iterations) =  {res}0
            {txt}e(k_endog) =  {res}1
               {txt}e(df_r) =  {res}.
               {txt}e(chi2) =  {res}2058.151322872394
               {txt}e(rank) =  {res}6
               {txt}e(r2_a) =  {res}.
                 {txt}e(r2) =  {res}.0058070410724905
               {txt}e(df_m) =  {res}5
               {txt}e(rmse) =  {res}.1283967896824555
                {txt}e(rss) =  {res}7380.400056690953
                {txt}e(mss) =  {res}43.10861978629327
               {txt}e(df_a) =  {res}37377
           {txt}e(k_absorb) =  {res}37379
              {txt}e(kappa) =  {res}1
                  {txt}e(N) =  {res}447684

{txt}macros:
            e(cmdline) : "{res}ivregress 2sls ihslights esmdsi (esmdsiXifdam = esmdsiXslope esmdsiXmax_slope esmdsiXdncountry_count esmdsiXnumcountry) c.dev_tmp##c.dev_tmp##c.dev_tmp if flare==0, vce(robust) absorb(contyear cellid) first{txt}"
  e(datasignaturevars) : "{res}ihslights esmdsiXifdam esmdsi dev_tmp esmdsiXslope esmdsiXmax_slope esmdsiXdncountry_count esmdsiXnumcountry contyear cellid{txt}"
      e(datasignature) : "{res}447684:10:3212796397:544062138{txt}"
                e(cmd) : "{res}ivregress{txt}"
          e(estat_cmd) : "{res}ivregress_estat{txt}"
                e(vce) : "{res}robust{txt}"
            e(vcetype) : "{res}Robust{txt}"
          e(estimator) : "{res}2sls{txt}"
           e(footnote) : "{res}ivreg_footnote{txt}"
       e(marginsnotok) : "{res}Residuals SCores XBD D{txt}"
          e(marginsok) : "{res}XB default{txt}"
            e(predict) : "{res}ivregress_p{txt}"
              e(exogr) : "{res}esmdsi dev_tmp c.dev_tmp#c.dev_tmp c.dev_tmp#c.dev_tmp#c.dev_tmp{txt}"
               e(exog) : "{res}esmdsi dev_tmp c.dev_tmp#c.dev_tmp c.dev_tmp#c.dev_tmp#c.dev_tmp esmdsiXslope esmdsiXmax_slope esmdsiXdncountry_count esmdsiXnumcountry{txt}"
              e(endog) : "{res}esmdsiXifdam{txt}"
              e(title) : "{res}Instrumental-variables 2SLS regression{txt}"
                e(apm) : "{res}halperin{txt}"
             e(absvar) : "{res}contyear cellid{txt}"
         e(properties) : "{res}b V{txt}"
             e(depvar) : "{res}ihslights{txt}"

matrices:
                  e(b) : {res} 1 x 6
                  {txt}e(V) : {res} 6 x 6
       {txt}e(V_modelbased) : {res} 6 x 6
            {txt}e(ksingle) : {res} 1 x 2
           {txt}e(dfabsorb) : {res} 1 x 2
            {txt}e(kabsorb) : {res} 1 x 2

{txt}functions:
             e(sample)   
{res}{txt}(output written to {browse  `"../output/tableL2_iv_dsi.rtf"'})
{res}
{txt}Halperin APM for IV regression:

Dependent variable:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 2.554e-14

{txt}Endogenous variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 1.542e-14

{txt}Exogenous variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 3.557e-13

{txt}Instrument variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 2.413e-13

{txt}{col 1}Instrumental-variables 2SLS regression{col 51}Number of obs{col 67}= {res}   421,236
{txt}{col 1}{col 51}Wald chi2({res}5{txt}){col 67}= {res}    204.87
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}    0.0039
{txt}{col 51}Root MSE{col 67}=    {res} .12615

{txt}{hline 18}{c TT}{hline 8}
Absorbed variable{col 19}{c |}{col 22}Levels
{hline 18}{c +}{hline 8}
{col 10}contyear{col 19}{c |}{res}{col 0}      72
{txt}{col 12}cellid{col 19}{c |}{res}{col 0}  35,103
{txt}{hline 18}{c BT}{hline 8}
{res}{txt}{ralign 95:(Std. err. adjusted for {res:6,032} clusters in {res:conpfaf4})}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                    ihslights{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      z{col 63}   P>|z|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 16}esmpdsiXifdam {c |}{col 31}{res}{space 2} .0366975{col 43}{space 2} .0124173{col 54}{space 1}    2.96{col 63}{space 3}0.003{col 71}{space 4} .0123601{col 84}{space 3}  .061035
{txt}{space 22}esmpdsi {c |}{col 31}{res}{space 2}-.0266928{col 43}{space 2} .0065432{col 54}{space 1}   -4.08{col 63}{space 3}0.000{col 71}{space 4}-.0395173{col 84}{space 3}-.0138684
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2} -.012562{col 43}{space 2} .0021781{col 54}{space 1}   -5.77{col 63}{space 3}0.000{col 71}{space 4} -.016831{col 84}{space 3}-.0082931
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0123363{col 43}{space 2} .0020458{col 54}{space 1}   -6.03{col 63}{space 3}0.000{col 71}{space 4} -.016346{col 84}{space 3}-.0083265
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0030558{col 43}{space 2}  .001521{col 54}{space 1}   -2.01{col 63}{space 3}0.045{col 71}{space 4}-.0060368{col 84}{space 3}-.0000748
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .5466728{col 43}{space 2} .0006228{col 54}{space 1}  877.72{col 63}{space 3}0.000{col 71}{space 4}  .545452{col 84}{space 3} .5478935
{txt}{hline 30}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 12 159}Endogenous: {res:esmpdsiXifdam}{p_end}
{p 0 12 159}Exogenous:{space 1} {res:esmpdsi dev_tmp c.dev_tmp#c.dev_tmp c.dev_tmp#c.dev_tmp#c.dev_tmp esmpdsiXslope esmpdsiXmax_slope}{p_end}
{p 0 12 159}Absorbed:{space 2} {res:contyear cellid}{p_end}

Computing Halperin APM for IV regression ...
{res}
{txt}{col 3}Tests of endogeneity
{col 3}H0: Variables are exogenous

{col 3}Robust regression F({res}1{txt},{res}386057{txt}){col 35}={res}{col 37} 7.85987{txt}  (p = {res}0.0051{txt})
{col 5}(Adjusted for 6032 clusters in conpfaf4)

added scalar:
                e(DWH) =  {res}7.8598741

{txt}added scalar:
              e(p_DWH) =  {res}.00505464

{txt}Computing Halperin APM for IV regression ...
{res}
{txt}Test robust to weak instruments
Model VCE: Cluster robust

{p 0 7}{space 1}{text:( 1)}{space 1} {res}esmpdsiXifdam = 0{p_end}

{txt}{ralign 33:Cond. likelihood-ratio (CLR) test} = {res}{ralign 6:10.22}
{txt}{ralign 33:Prob > CLR} = {res}{ralign 6:0.0016}

{txt}{p 0 7 0 43}Notes: CLR test reported by default because model is overidentified. {break} p-value computed by simulation ({res}25,000{txt} replications).{p_end}

added scalar:
                e(clr) =  {res}10.223499

{txt}added scalar:
              e(p_clr) =  {res}.0016
{txt}(obs=421,236)
{res}
{txt}Montiel-Pflueger robust weak instrument test
{txt}{hline 44}
Effective F statistic:    {res}   24.920
{txt}Confidence level alpha:   {res}       5%
{txt}{hline 44}

{txt}{hline 44}
Critical Values             TSLS      LIML
{txt}{hline 44}
% of Worst Case Bias
tau=5%                 {res}   16.063    25.337
{txt}tau=10%                {res}   10.578    15.788
{txt}tau=20%                {res}    7.417    10.422
{txt}tau=30%                {res}    6.209     8.409
{txt}{hline 44}

added scalar:
             e(weak_F) =  {res}24.919885

{txt}added scalar:
             e(crit10) =  {res}10.57838

{txt}Halperin APM for IV regression:

Dependent variable:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 3.121e-14

{txt}Endogenous variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 1.561e-14

{txt}Exogenous variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 8.412e-13

{txt}Instrument variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 1.222e-13

{txt}{col 1}Instrumental-variables 2SLS regression{col 51}Number of obs{col 67}= {res}   421,116
{txt}{col 1}{col 51}Wald chi2({res}5{txt}){col 67}= {res}    203.72
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}    0.0056
{txt}{col 51}Root MSE{col 67}=    {res} .12603

{txt}{hline 18}{c TT}{hline 8}
Absorbed variable{col 19}{c |}{col 22}Levels
{hline 18}{c +}{hline 8}
{col 10}contyear{col 19}{c |}{res}{col 0}      72
{txt}{col 12}cellid{col 19}{c |}{res}{col 0}  35,093
{txt}{hline 18}{c BT}{hline 8}
{res}{txt}{ralign 95:(Std. err. adjusted for {res:6,022} clusters in {res:conpfaf4})}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                    ihslights{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      z{col 63}   P>|z|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 16}esmpdsiXifdam {c |}{col 31}{res}{space 2} .0051257{col 43}{space 2}  .017981{col 54}{space 1}    0.29{col 63}{space 3}0.776{col 71}{space 4}-.0301164{col 84}{space 3} .0403678
{txt}{space 22}esmpdsi {c |}{col 31}{res}{space 2}-.0110945{col 43}{space 2} .0088354{col 54}{space 1}   -1.26{col 63}{space 3}0.209{col 71}{space 4}-.0284116{col 84}{space 3} .0062225
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2}-.0124747{col 43}{space 2} .0021743{col 54}{space 1}   -5.74{col 63}{space 3}0.000{col 71}{space 4}-.0167363{col 84}{space 3}-.0082131
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0125074{col 43}{space 2} .0020316{col 54}{space 1}   -6.16{col 63}{space 3}0.000{col 71}{space 4}-.0164893{col 84}{space 3}-.0085255
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0032146{col 43}{space 2} .0015294{col 54}{space 1}   -2.10{col 63}{space 3}0.036{col 71}{space 4}-.0062122{col 84}{space 3} -.000217
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .5464696{col 43}{space 2} .0006403{col 54}{space 1}  853.47{col 63}{space 3}0.000{col 71}{space 4} .5452146{col 84}{space 3} .5477245
{txt}{hline 30}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 12 159}Endogenous: {res:esmpdsiXifdam}{p_end}
{p 0 12 159}Exogenous:{space 1} {res:esmpdsi dev_tmp c.dev_tmp#c.dev_tmp c.dev_tmp#c.dev_tmp#c.dev_tmp esmpdsiXdncountry_count esmpdsiXnumcountry}{p_end}
{p 0 12 159}Absorbed:{space 2} {res:contyear cellid}{p_end}

Computing Halperin APM for IV regression ...
{res}
{txt}{col 3}Tests of endogeneity
{col 3}H0: Variables are exogenous

{col 3}Robust regression F({res}1{txt},{res}385947{txt}){col 35}={res}{col 37} .000699{txt}  (p = {res}0.9789{txt})
{col 5}(Adjusted for 6022 clusters in conpfaf4)

added scalar:
                e(DWH) =  {res}.00069943

{txt}added scalar:
              e(p_DWH) =  {res}.97890102

{txt}Computing Halperin APM for IV regression ...
{res}
{txt}Test robust to weak instruments
Model VCE: Cluster robust

{p 0 7}{space 1}{text:( 1)}{space 1} {res}esmpdsiXifdam = 0{p_end}

{txt}{ralign 33:Cond. likelihood-ratio (CLR) test} = {res}{ralign 6:0.19}
{txt}{ralign 33:Prob > CLR} = {res}{ralign 6:0.6611}

{txt}{p 0 7 0 43}Notes: CLR test reported by default because model is overidentified. {break} p-value computed by simulation ({res}25,000{txt} replications).{p_end}

added scalar:
                e(clr) =  {res}.19449101

{txt}added scalar:
              e(p_clr) =  {res}.66112
{txt}(obs=421,116)
{res}
{txt}Montiel-Pflueger robust weak instrument test
{txt}{hline 44}
Effective F statistic:    {res}   13.106
{txt}Confidence level alpha:   {res}       5%
{txt}{hline 44}

{txt}{hline 44}
Critical Values             TSLS      LIML
{txt}{hline 44}
% of Worst Case Bias
tau=5%                 {res}   27.587    31.322
{txt}tau=10%                {res}   17.320    19.403
{txt}tau=20%                {res}   11.504    12.698
{txt}tau=30%                {res}    9.306    10.178
{txt}{hline 44}

added scalar:
             e(weak_F) =  {res}13.106462

{txt}added scalar:
             e(crit10) =  {res}17.32004

{txt}Halperin APM for IV regression:

Dependent variable:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 3.121e-14

{txt}Endogenous variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 1.561e-14

{txt}Exogenous variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 8.412e-13

{txt}Instrument variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 2.017e-13

{txt}{col 1}Instrumental-variables 2SLS regression{col 51}Number of obs{col 67}= {res}   421,116
{txt}{col 1}{col 51}Wald chi2({res}5{txt}){col 67}= {res}    204.82
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}    0.0051
{txt}{col 51}Root MSE{col 67}=    {res} .12606

{txt}{hline 18}{c TT}{hline 8}
Absorbed variable{col 19}{c |}{col 22}Levels
{hline 18}{c +}{hline 8}
{col 10}contyear{col 19}{c |}{res}{col 0}      72
{txt}{col 12}cellid{col 19}{c |}{res}{col 0}  35,093
{txt}{hline 18}{c BT}{hline 8}
{res}{txt}{ralign 95:(Std. err. adjusted for {res:6,022} clusters in {res:conpfaf4})}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                    ihslights{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      z{col 63}   P>|z|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 16}esmpdsiXifdam {c |}{col 31}{res}{space 2} .0220122{col 43}{space 2} .0126735{col 54}{space 1}    1.74{col 63}{space 3}0.082{col 71}{space 4}-.0028275{col 84}{space 3} .0468519
{txt}{space 22}esmpdsi {c |}{col 31}{res}{space 2}-.0194473{col 43}{space 2} .0061709{col 54}{space 1}   -3.15{col 63}{space 3}0.002{col 71}{space 4}-.0315421{col 84}{space 3}-.0073524
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2}-.0125169{col 43}{space 2} .0021765{col 54}{space 1}   -5.75{col 63}{space 3}0.000{col 71}{space 4}-.0167827{col 84}{space 3} -.008251
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0124199{col 43}{space 2} .0020318{col 54}{space 1}   -6.11{col 63}{space 3}0.000{col 71}{space 4} -.016402{col 84}{space 3}-.0084377
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2} -.003133{col 43}{space 2} .0015253{col 54}{space 1}   -2.05{col 63}{space 3}0.040{col 71}{space 4}-.0061224{col 84}{space 3}-.0001435
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .5464893{col 43}{space 2} .0006253{col 54}{space 1}  874.00{col 63}{space 3}0.000{col 71}{space 4} .5452638{col 84}{space 3} .5477148
{txt}{hline 30}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 12 159}Endogenous: {res:esmpdsiXifdam}{p_end}
{p 0 12 159}Exogenous:{space 1} {res:esmpdsi dev_tmp c.dev_tmp#c.dev_tmp c.dev_tmp#c.dev_tmp#c.dev_tmp esmpdsiXslope esmpdsiXmax_slope esmpdsiXdncountry_count esmpdsiXnumcountry}{p_end}
{p 0 12 159}Absorbed:{space 2} {res:contyear cellid}{p_end}

Computing Halperin APM for IV regression ...
{res}
{txt}{col 3}Tests of endogeneity
{col 3}H0: Variables are exogenous

{col 3}Robust regression F({res}1{txt},{res}385947{txt}){col 35}={res}{col 37} 2.63491{txt}  (p = {res}0.1045{txt})
{col 5}(Adjusted for 6022 clusters in conpfaf4)

added scalar:
                e(DWH) =  {res}2.6349077

{txt}added scalar:
              e(p_DWH) =  {res}.10453895

{txt}Computing Halperin APM for IV regression ...
{res}
{txt}Test robust to weak instruments
Model VCE: Cluster robust

{p 0 7}{space 1}{text:( 1)}{space 1} {res}esmpdsiXifdam = 0{p_end}

{txt}{ralign 33:Cond. likelihood-ratio (CLR) test} = {res}{ralign 6:9.18}
{txt}{ralign 33:Prob > CLR} = {res}{ralign 6:0.0023}

{txt}{p 0 7 0 43}Notes: CLR test reported by default because model is overidentified. {break} p-value computed by simulation ({res}25,000{txt} replications).{p_end}

added scalar:
                e(clr) =  {res}9.1810906

{txt}added scalar:
              e(p_clr) =  {res}.00232
{txt}(obs=421,116)
{res}
{txt}Montiel-Pflueger robust weak instrument test
{txt}{hline 44}
Effective F statistic:    {res}   11.419
{txt}Confidence level alpha:   {res}       5%
{txt}{hline 44}

{txt}{hline 44}
Critical Values             TSLS      LIML
{txt}{hline 44}
% of Worst Case Bias
tau=5%                 {res}   31.153    26.109
{txt}tau=10%                {res}   19.027    16.235
{txt}tau=20%                {res}   12.265    10.679
{txt}tau=30%                {res}    9.744     8.590
{txt}{hline 44}

added scalar:
             e(weak_F) =  {res}11.419176

{txt}added scalar:
             e(crit10) =  {res}19.02653

{txt}Halperin APM for IV regression:

Dependent variable:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 2.554e-14

{txt}Endogenous variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 1.542e-14

{txt}Exogenous variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 3.557e-13

{txt}Instrument variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 2.413e-13

{txt}First-stage regressions
{hline 23}
{res}
{txt}{col 55}{lalign 13:Number of obs}{col 68} = {res}{ralign 8:421,236}
{txt}{col 55}{lalign 13:F({res:6}, {res:421229})}{col 68} = {res}{ralign 8:23449.47}
{txt}{col 55}{lalign 13:Prob > F}{col 68} = {res}{ralign 8:0.0000}
{txt}{col 55}{lalign 13:R-squared}{col 68} = {res}{ralign 8:0.5338}
{txt}{col 55}{lalign 13:Adj R-squared}{col 68} = {res}{ralign 8:0.5338}
{txt}{col 55}{lalign 13:Root MSE}{col 68} = {res}{ralign 8:0.1535}

{txt}{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                esmpdsiXifdam{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      t{col 63}   P>|t|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 22}esmpdsi {c |}{col 31}{res}{space 2} .3880657{col 43}{space 2}  .002206{col 54}{space 1}  175.91{col 63}{space 3}0.000{col 71}{space 4} .3837419{col 84}{space 3} .3923894
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2} .0019014{col 43}{space 2}    .0007{col 54}{space 1}    2.72{col 63}{space 3}0.007{col 71}{space 4} .0005295{col 84}{space 3} .0032734
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0046626{col 43}{space 2}  .000504{col 54}{space 1}   -9.25{col 63}{space 3}0.000{col 71}{space 4}-.0056504{col 84}{space 3}-.0036749
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0041085{col 43}{space 2} .0003116{col 54}{space 1}  -13.19{col 63}{space 3}0.000{col 71}{space 4}-.0047192{col 84}{space 3}-.0034978
{txt}{space 29} {c |}
{space 16}esmpdsiXslope {c |}{col 31}{res}{space 2}-.0498112{col 43}{space 2} .0014183{col 54}{space 1}  -35.12{col 63}{space 3}0.000{col 71}{space 4}-.0525909{col 84}{space 3}-.0470314
{txt}{space 12}esmpdsiXmax_slope {c |}{col 31}{res}{space 2} .0705741{col 43}{space 2} .0007548{col 54}{space 1}   93.50{col 63}{space 3}0.000{col 71}{space 4} .0690947{col 84}{space 3} .0720536
{txt}{space 24}_cons {c |}{col 31}{res}{space 2}-.0017924{col 43}{space 2} .0003075{col 54}{space 1}   -5.83{col 63}{space 3}0.000{col 71}{space 4}-.0023952{col 84}{space 3}-.0011897
{txt}{hline 30}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{res}
{txt}{col 1}Instrumental-variables 2SLS regression{col 51}Number of obs{col 67}= {res}   421,236
{txt}{col 1}{col 51}Wald chi2({res}5{txt}){col 67}= {res}   2013.58
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}    0.0039
{txt}{col 51}Root MSE{col 67}=    {res} .12615

{txt}{hline 18}{c TT}{hline 8}
Absorbed variable{col 19}{c |}{col 22}Levels
{hline 18}{c +}{hline 8}
{col 10}contyear{col 19}{c |}{res}{col 0}      72
{txt}{col 12}cellid{col 19}{c |}{res}{col 0}  35,103
{txt}{hline 18}{c BT}{hline 8}
{res}{txt}{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                    ihslights{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      z{col 63}   P>|z|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 16}esmpdsiXifdam {c |}{col 31}{res}{space 2} .0366975{col 43}{space 2} .0041465{col 54}{space 1}    8.85{col 63}{space 3}0.000{col 71}{space 4} .0285706{col 84}{space 3} .0448245
{txt}{space 22}esmpdsi {c |}{col 31}{res}{space 2}-.0266928{col 43}{space 2} .0021489{col 54}{space 1}  -12.42{col 63}{space 3}0.000{col 71}{space 4}-.0309046{col 84}{space 3}-.0224811
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2} -.012562{col 43}{space 2} .0006595{col 54}{space 1}  -19.05{col 63}{space 3}0.000{col 71}{space 4}-.0138547{col 84}{space 3}-.0112694
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0123363{col 43}{space 2} .0005336{col 54}{space 1}  -23.12{col 63}{space 3}0.000{col 71}{space 4}-.0133822{col 84}{space 3}-.0112903
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0030558{col 43}{space 2} .0003588{col 54}{space 1}   -8.52{col 63}{space 3}0.000{col 71}{space 4} -.003759{col 84}{space 3}-.0023525
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .5466728{col 43}{space 2} .0002762{col 54}{space 1} 1979.48{col 63}{space 3}0.000{col 71}{space 4} .5461315{col 84}{space 3} .5472141
{txt}{hline 30}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 12 159}Endogenous: {res:esmpdsiXifdam}{p_end}
{p 0 12 159}Exogenous:{space 1} {res:esmpdsi dev_tmp c.dev_tmp#c.dev_tmp c.dev_tmp#c.dev_tmp#c.dev_tmp esmpdsiXslope esmpdsiXmax_slope}{p_end}
{p 0 12 159}Absorbed:{space 2} {res:contyear cellid}{p_end}
{res}
{p}{txt}Halperin APM for absorbed effects:{p_end}
{res}{txt}Iteration 1:  Maximum absolute difference ={res}       264
{txt}Iteration 2:  Maximum absolute difference ={res}    .01276
{txt}Iteration 3:  Maximum absolute difference ={res} 8.441e-12

{txt}Computing Halperin APM for IV regression ...
{res}
{txt}{col 3}Test of overidentifying restrictions:

{col 3}Score chi2({res}1{txt}){col 26}={res}{col 28}  6.4719{txt}{col 38}(p = {res}0.0110{txt})
{res}
{txt}Halperin APM for IV regression:

Dependent variable:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 3.121e-14

{txt}Endogenous variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 1.561e-14

{txt}Exogenous variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 8.412e-13

{txt}Instrument variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 1.222e-13

{txt}First-stage regressions
{hline 23}
{res}
{txt}{col 55}{lalign 13:Number of obs}{col 68} = {res}{ralign 8:421,116}
{txt}{col 55}{lalign 13:F({res:6}, {res:421109})}{col 68} = {res}{ralign 8:23900.67}
{txt}{col 55}{lalign 13:Prob > F}{col 68} = {res}{ralign 8:0.0000}
{txt}{col 55}{lalign 13:R-squared}{col 68} = {res}{ralign 8:0.5292}
{txt}{col 55}{lalign 13:Adj R-squared}{col 68} = {res}{ralign 8:0.5292}
{txt}{col 55}{lalign 13:Root MSE}{col 68} = {res}{ralign 8:0.1543}

{txt}{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                esmpdsiXifdam{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      t{col 63}   P>|t|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 22}esmpdsi {c |}{col 31}{res}{space 2}  .368117{col 43}{space 2}  .002372{col 54}{space 1}  155.19{col 63}{space 3}0.000{col 71}{space 4} .3634679{col 84}{space 3} .3727661
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2} .0023639{col 43}{space 2} .0007155{col 54}{space 1}    3.30{col 63}{space 3}0.001{col 71}{space 4} .0009616{col 84}{space 3} .0037662
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0045148{col 43}{space 2} .0005197{col 54}{space 1}   -8.69{col 63}{space 3}0.000{col 71}{space 4}-.0055335{col 84}{space 3}-.0034961
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2} -.004149{col 43}{space 2} .0003228{col 54}{space 1}  -12.85{col 63}{space 3}0.000{col 71}{space 4}-.0047816{col 84}{space 3}-.0035164
{txt}{space 29} {c |}
{space 6}esmpdsiXdncountry_count {c |}{col 31}{res}{space 2}-.0345041{col 43}{space 2} .0015406{col 54}{space 1}  -22.40{col 63}{space 3}0.000{col 71}{space 4}-.0375237{col 84}{space 3}-.0314846
{txt}{space 11}esmpdsiXnumcountry {c |}{col 31}{res}{space 2} .0767221{col 43}{space 2} .0007024{col 54}{space 1}  109.22{col 63}{space 3}0.000{col 71}{space 4} .0753453{col 84}{space 3} .0780988
{txt}{space 24}_cons {c |}{col 31}{res}{space 2}-.0018373{col 43}{space 2} .0003138{col 54}{space 1}   -5.86{col 63}{space 3}0.000{col 71}{space 4}-.0024522{col 84}{space 3}-.0012223
{txt}{hline 30}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{res}
{txt}{col 1}Instrumental-variables 2SLS regression{col 51}Number of obs{col 67}= {res}   421,116
{txt}{col 1}{col 51}Wald chi2({res}5{txt}){col 67}= {res}   1956.34
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}    0.0056
{txt}{col 51}Root MSE{col 67}=    {res} .12603

{txt}{hline 18}{c TT}{hline 8}
Absorbed variable{col 19}{c |}{col 22}Levels
{hline 18}{c +}{hline 8}
{col 10}contyear{col 19}{c |}{res}{col 0}      72
{txt}{col 12}cellid{col 19}{c |}{res}{col 0}  35,093
{txt}{hline 18}{c BT}{hline 8}
{res}{txt}{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                    ihslights{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      z{col 63}   P>|z|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 16}esmpdsiXifdam {c |}{col 31}{res}{space 2} .0051257{col 43}{space 2} .0042372{col 54}{space 1}    1.21{col 63}{space 3}0.226{col 71}{space 4} -.003179{col 84}{space 3} .0134304
{txt}{space 22}esmpdsi {c |}{col 31}{res}{space 2}-.0110945{col 43}{space 2} .0022597{col 54}{space 1}   -4.91{col 63}{space 3}0.000{col 71}{space 4}-.0155235{col 84}{space 3}-.0066656
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2}-.0124747{col 43}{space 2} .0006591{col 54}{space 1}  -18.93{col 63}{space 3}0.000{col 71}{space 4}-.0137665{col 84}{space 3}-.0111829
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0125074{col 43}{space 2} .0005338{col 54}{space 1}  -23.43{col 63}{space 3}0.000{col 71}{space 4}-.0135537{col 84}{space 3}-.0114611
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0032146{col 43}{space 2} .0003592{col 54}{space 1}   -8.95{col 63}{space 3}0.000{col 71}{space 4}-.0039186{col 84}{space 3}-.0025106
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .5464696{col 43}{space 2} .0002762{col 54}{space 1} 1978.56{col 63}{space 3}0.000{col 71}{space 4} .5459282{col 84}{space 3} .5470109
{txt}{hline 30}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 12 159}Endogenous: {res:esmpdsiXifdam}{p_end}
{p 0 12 159}Exogenous:{space 1} {res:esmpdsi dev_tmp c.dev_tmp#c.dev_tmp c.dev_tmp#c.dev_tmp#c.dev_tmp esmpdsiXdncountry_count esmpdsiXnumcountry}{p_end}
{p 0 12 159}Absorbed:{space 2} {res:contyear cellid}{p_end}
{res}
{p}{txt}Halperin APM for absorbed effects:{p_end}
{res}{txt}Iteration 1:  Maximum absolute difference ={res}     24.29
{txt}Iteration 2:  Maximum absolute difference ={res} 7.035e-09

{txt}Computing Halperin APM for IV regression ...
{res}
{txt}{col 3}Test of overidentifying restrictions:

{col 3}Score chi2({res}1{txt}){col 26}={res}{col 28} .189731{txt}{col 38}(p = {res}0.6631{txt})
{res}
{txt}Halperin APM for IV regression:

Dependent variable:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 3.121e-14

{txt}Endogenous variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 1.561e-14

{txt}Exogenous variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 8.412e-13

{txt}Instrument variables:
{res}{txt}Iteration 1:  Maximum absolute difference ={res} 2.017e-13

{txt}First-stage regressions
{hline 23}
{res}
{txt}{col 55}{lalign 13:Number of obs}{col 68} = {res}{ralign 8:421,116}
{txt}{col 55}{lalign 13:F({res:8}, {res:421107})}{col 68} = {res}{ralign 8:18711.13}
{txt}{col 55}{lalign 13:Prob > F}{col 68} = {res}{ralign 8:0.0000}
{txt}{col 55}{lalign 13:R-squared}{col 68} = {res}{ralign 8:0.5594}
{txt}{col 55}{lalign 13:Adj R-squared}{col 68} = {res}{ralign 8:0.5594}
{txt}{col 55}{lalign 13:Root MSE}{col 68} = {res}{ralign 8:0.1492}

{txt}{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                esmpdsiXifdam{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      t{col 63}   P>|t|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 22}esmpdsi {c |}{col 31}{res}{space 2} .2967104{col 43}{space 2} .0027332{col 54}{space 1}  108.56{col 63}{space 3}0.000{col 71}{space 4} .2913534{col 84}{space 3} .3020674
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2} .0018965{col 43}{space 2} .0006811{col 54}{space 1}    2.78{col 63}{space 3}0.005{col 71}{space 4} .0005615{col 84}{space 3} .0032315
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0041793{col 43}{space 2} .0005027{col 54}{space 1}   -8.31{col 63}{space 3}0.000{col 71}{space 4}-.0051645{col 84}{space 3}-.0031941
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0036375{col 43}{space 2}  .000311{col 54}{space 1}  -11.70{col 63}{space 3}0.000{col 71}{space 4}-.0042471{col 84}{space 3}-.0030279
{txt}{space 29} {c |}
{space 16}esmpdsiXslope {c |}{col 31}{res}{space 2}-.0446018{col 43}{space 2} .0013588{col 54}{space 1}  -32.82{col 63}{space 3}0.000{col 71}{space 4}-.0472649{col 84}{space 3}-.0419386
{txt}{space 12}esmpdsiXmax_slope {c |}{col 31}{res}{space 2} .0614604{col 43}{space 2} .0007352{col 54}{space 1}   83.60{col 63}{space 3}0.000{col 71}{space 4} .0600195{col 84}{space 3} .0629013
{txt}{space 6}esmpdsiXdncountry_count {c |}{col 31}{res}{space 2}-.0274702{col 43}{space 2} .0015258{col 54}{space 1}  -18.00{col 63}{space 3}0.000{col 71}{space 4}-.0304607{col 84}{space 3}-.0244797
{txt}{space 11}esmpdsiXnumcountry {c |}{col 31}{res}{space 2} .0647711{col 43}{space 2} .0008283{col 54}{space 1}   78.20{col 63}{space 3}0.000{col 71}{space 4} .0631477{col 84}{space 3} .0663945
{txt}{space 24}_cons {c |}{col 31}{res}{space 2}-.0022581{col 43}{space 2} .0003023{col 54}{space 1}   -7.47{col 63}{space 3}0.000{col 71}{space 4}-.0028506{col 84}{space 3}-.0016657
{txt}{hline 30}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{res}
{txt}{col 1}Instrumental-variables 2SLS regression{col 51}Number of obs{col 67}= {res}   421,116
{txt}{col 1}{col 51}Wald chi2({res}5{txt}){col 67}= {res}   1975.34
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}    0.0051
{txt}{col 51}Root MSE{col 67}=    {res} .12606

{txt}{hline 18}{c TT}{hline 8}
Absorbed variable{col 19}{c |}{col 22}Levels
{hline 18}{c +}{hline 8}
{col 10}contyear{col 19}{c |}{res}{col 0}      72
{txt}{col 12}cellid{col 19}{c |}{res}{col 0}  35,093
{txt}{hline 18}{c BT}{hline 8}
{res}{txt}{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}                    ihslights{col 31}{c |} Coefficient{col 43}  std. err.{col 55}      z{col 63}   P>|z|{col 71}     [95% con{col 84}f. interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 16}esmpdsiXifdam {c |}{col 31}{res}{space 2} .0220122{col 43}{space 2} .0034051{col 54}{space 1}    6.46{col 63}{space 3}0.000{col 71}{space 4} .0153383{col 84}{space 3} .0286861
{txt}{space 22}esmpdsi {c |}{col 31}{res}{space 2}-.0194473{col 43}{space 2} .0018399{col 54}{space 1}  -10.57{col 63}{space 3}0.000{col 71}{space 4}-.0230534{col 84}{space 3}-.0158411
{txt}{space 22}dev_tmp {c |}{col 31}{res}{space 2}-.0125169{col 43}{space 2} .0006592{col 54}{space 1}  -18.99{col 63}{space 3}0.000{col 71}{space 4}-.0138089{col 84}{space 3}-.0112248
{txt}{space 29} {c |}
{space 10}c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2}-.0124199{col 43}{space 2} .0005335{col 54}{space 1}  -23.28{col 63}{space 3}0.000{col 71}{space 4}-.0134655{col 84}{space 3}-.0113742
{txt}{space 29} {c |}
c.dev_tmp#c.dev_tmp#c.dev_tmp {c |}{col 31}{res}{space 2} -.003133{col 43}{space 2} .0003588{col 54}{space 1}   -8.73{col 63}{space 3}0.000{col 71}{space 4}-.0038362{col 84}{space 3}-.0024298
{txt}{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .5464893{col 43}{space 2} .0002761{col 54}{space 1} 1979.10{col 63}{space 3}0.000{col 71}{space 4} .5459481{col 84}{space 3} .5470305
{txt}{hline 30}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 12 159}Endogenous: {res:esmpdsiXifdam}{p_end}
{p 0 12 159}Exogenous:{space 1} {res:esmpdsi dev_tmp c.dev_tmp#c.dev_tmp c.dev_tmp#c.dev_tmp#c.dev_tmp esmpdsiXslope esmpdsiXmax_slope esmpdsiXdncountry_count esmpdsiXnumcountry}{p_end}
{p 0 12 159}Absorbed:{space 2} {res:contyear cellid}{p_end}
{res}
{p}{txt}Halperin APM for absorbed effects:{p_end}
{res}{txt}Iteration 1:  Maximum absolute difference ={res}     44.58
{txt}Iteration 2:  Maximum absolute difference ={res}  .0007212
{txt}Iteration 3:  Maximum absolute difference ={res} 4.214e-13

{txt}Computing Halperin APM for IV regression ...
{res}
{txt}{col 3}Test of overidentifying restrictions:

{col 3}Score chi2({res}3{txt}){col 26}={res}{col 28} 5.45234{txt}{col 38}(p = {res}0.1415{txt})

scalars:
         e(iterations) =  {res}0
            {txt}e(k_endog) =  {res}1
               {txt}e(df_r) =  {res}.
               {txt}e(chi2) =  {res}1975.336002748173
               {txt}e(rank) =  {res}6
               {txt}e(r2_a) =  {res}.
                 {txt}e(r2) =  {res}.0051084326360512
               {txt}e(df_m) =  {res}5
               {txt}e(rmse) =  {res}.1260628197575959
                {txt}e(rss) =  {res}6692.305787929326
                {txt}e(mss) =  {res}34.36273300423545
               {txt}e(df_a) =  {res}35163
           {txt}e(k_absorb) =  {res}35165
              {txt}e(kappa) =  {res}1
                  {txt}e(N) =  {res}421116

{txt}macros:
            e(cmdline) : "{res}ivregress 2sls ihslights esmpdsi (esmpdsiXifdam = esmpdsiXslope esmpdsiXmax_slope esmpdsiXdncountry_count esmpdsiXnumcountry) c.dev_tmp##c.dev_tmp##c.dev_tmp if flare==0, vce(robust) absorb(contyear cellid) first{txt}"
  e(datasignaturevars) : "{res}ihslights esmpdsiXifdam esmpdsi dev_tmp esmpdsiXslope esmpdsiXmax_slope esmpdsiXdncountry_count esmpdsiXnumcountry contyear cellid{txt}"
      e(datasignature) : "{res}421116:10:2733838420:1877447667{txt}"
                e(cmd) : "{res}ivregress{txt}"
          e(estat_cmd) : "{res}ivregress_estat{txt}"
                e(vce) : "{res}robust{txt}"
            e(vcetype) : "{res}Robust{txt}"
          e(estimator) : "{res}2sls{txt}"
           e(footnote) : "{res}ivreg_footnote{txt}"
       e(marginsnotok) : "{res}Residuals SCores XBD D{txt}"
          e(marginsok) : "{res}XB default{txt}"
            e(predict) : "{res}ivregress_p{txt}"
              e(exogr) : "{res}esmpdsi dev_tmp c.dev_tmp#c.dev_tmp c.dev_tmp#c.dev_tmp#c.dev_tmp{txt}"
               e(exog) : "{res}esmpdsi dev_tmp c.dev_tmp#c.dev_tmp c.dev_tmp#c.dev_tmp#c.dev_tmp esmpdsiXslope esmpdsiXmax_slope esmpdsiXdncountry_count esmpdsiXnumcountry{txt}"
              e(endog) : "{res}esmpdsiXifdam{txt}"
              e(title) : "{res}Instrumental-variables 2SLS regression{txt}"
                e(apm) : "{res}halperin{txt}"
             e(absvar) : "{res}contyear cellid{txt}"
         e(properties) : "{res}b V{txt}"
             e(depvar) : "{res}ihslights{txt}"

matrices:
                  e(b) : {res} 1 x 6
                  {txt}e(V) : {res} 6 x 6
       {txt}e(V_modelbased) : {res} 6 x 6
            {txt}e(ksingle) : {res} 1 x 2
           {txt}e(dfabsorb) : {res} 1 x 2
            {txt}e(kabsorb) : {res} 1 x 2

{txt}functions:
             e(sample)   
{res}{txt}(output written to {browse  `"../output/tableL3_iv_pdsi.rtf"'})

{com}. 
. 
. 
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. timer off 1
{txt}
{com}. timer list 1
{res}   1:    626.44 /        2 =     313.2205
{txt}
{com}. log close
      {txt}name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\hilar\Box\lights_2022\replication package\code\reg_appendix.smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res} 8 Jan 2026, 11:35:35
{txt}{.-}
{smcl}
{txt}{sf}{ul off}